diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c95bb678cc11310bf324404851b42b92ad2a2a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:32:09.533923+00:00", + "ended_at": "2026-05-19T16:32:12.940311+00:00", + "elapsed_ms": 3406.35, + "returncode": 1, + "prompt_metrics": { + "chars": 50721, + "bytes_utf8": 50721, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37bc86d19e72487ee1d0d1b9aac19e63fefcfca6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/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": "2026-05-19T16:32:13.945434+00:00", + "ended_at": "2026-05-19T16:32:19.236612+00:00", + "elapsed_ms": 5291.11, + "returncode": 1, + "prompt_metrics": { + "chars": 50721, + "bytes_utf8": 50721, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd3d1da65c7f80cd21147e2aaff1e7b61cdf5911 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_104, measure_col=feature_16.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_16", + "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": 0.2, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd3d1da65c7f80cd21147e2aaff1e7b61cdf5911 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_104, measure_col=feature_16.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_16", + "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": 0.2, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60838cb3dc34dd7258acfd7917a8a7b8b4edf45f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-9aae-7493-8753-26b1700485be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7b62e4d7ab8647233e34cb2accdde9ab7b1c870 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-9aae-7493-8753-26b1700485be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c26851a2cf80df595f0a9e14e109b56aaeadf3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-ac06-7330-9754-bfe87e641a2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..399a870be1be4516f8829993a857a67fa9870af4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-ac06-7330-9754-bfe87e641a2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_00ae2de8ced0bfb9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0dc56aa2cb0950e8b7985e15bff7471522f79d9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:11.788770+00:00", + "ended_at": "2026-05-19T16:26:15.042273+00:00", + "elapsed_ms": 3253.46, + "returncode": 1, + "prompt_metrics": { + "chars": 50879, + "bytes_utf8": 50879, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2dd122e988cfefee725c9492bd6630f28b6b3136 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/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": "2026-05-19T16:26:16.047661+00:00", + "ended_at": "2026-05-19T16:26:19.193121+00:00", + "elapsed_ms": 3145.4, + "returncode": 1, + "prompt_metrics": { + "chars": 50879, + "bytes_utf8": 50879, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d57f2c39f4be0e1b76976cf51c22f7f55d48d54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_5, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_5", + "condition_col": "target", + "condition_value": "0.03", + "positive_value": "0.2", + "negative_value": "0.03", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.97, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d57f2c39f4be0e1b76976cf51c22f7f55d48d54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_5, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_5", + "condition_col": "target", + "condition_value": "0.03", + "positive_value": "0.2", + "negative_value": "0.03", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.97, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35db2446eee6a31aae5b471da00a815b6d751e0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-253e-7623-83c4-e1c75c032c69"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c874da0c51e57851c6e6d0665d5051e8104c90d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-253e-7623-83c4-e1c75c032c69"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0655c3d40794be07e0821be2c746c07c73d7bafc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-35ed-72a2-9af9-cd445645c078"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cc3d7ab0b13991199cfa105e1e28d5565beeba4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-35ed-72a2-9af9-cd445645c078"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_018942618fb76c06/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f31d85b67be927d040c0abae7166c5b614a5372a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:04.647039+00:00", + "ended_at": "2026-05-19T16:12:07.777138+00:00", + "elapsed_ms": 3130.07, + "returncode": 1, + "prompt_metrics": { + "chars": 51048, + "bytes_utf8": 51048, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c55ec3c7bdf3f06a26f500c4cf21cdd0c3e13fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/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": "2026-05-19T16:12:08.782278+00:00", + "ended_at": "2026-05-19T16:12:11.535186+00:00", + "elapsed_ms": 2752.86, + "returncode": 1, + "prompt_metrics": { + "chars": 51048, + "bytes_utf8": 51048, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..696175ac94d8a35472f2eeb7bd77ba697ca98c2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_117, measure_col=feature_30.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_30", + "item_col": "feature_31", + "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": 0.53, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..696175ac94d8a35472f2eeb7bd77ba697ca98c2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_117, measure_col=feature_30.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_30", + "item_col": "feature_31", + "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": 0.53, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ea11599a75d713d29ddeb608d3982efe3d31ce8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-379b-7b82-960d-5b51b3f5ef84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa0af5ce23060b866f46e0952f6fd16453990a9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-379b-7b82-960d-5b51b3f5ef84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddee1d3fbe10ac655dab80cdc059000a98a969db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-47c6-7cf3-b05f-2b6e2fa66867"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a16951fcd3a0848398f54e0a4b66ae55fa52d7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-47c6-7cf3-b05f-2b6e2fa66867"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_02e3c3c1691ff497/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3bbeaa7f42be250fb9c12f7bf80827c04d0b147a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:31:53.908979+00:00", + "ended_at": "2026-05-19T16:31:57.063395+00:00", + "elapsed_ms": 3154.34, + "returncode": 1, + "prompt_metrics": { + "chars": 50715, + "bytes_utf8": 50715, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee3e5bc6d1dede9f6ee125cec61015abbfa75f61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/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": "2026-05-19T16:31:58.066796+00:00", + "ended_at": "2026-05-19T16:32:01.512414+00:00", + "elapsed_ms": 3445.56, + "returncode": 1, + "prompt_metrics": { + "chars": 50715, + "bytes_utf8": 50715, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e94281143a190e472abd5a0536bdb4abfa37b45e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=feature_76, measure_col=feature_15.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_15", + "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": 0.49, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e94281143a190e472abd5a0536bdb4abfa37b45e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=feature_76, measure_col=feature_15.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_15", + "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": 0.49, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fabb71c1b54e32dbec5a3baad97513aaadbe3e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-5db5-7692-bb3a-7bb3f00352f5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d808774c21b66bf121c4728ac82415641a35e87f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-5db5-7692-bb3a-7bb3f00352f5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b7cd2f65405af6171f26991f90e7ee4fae7d8f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-6dde-78e1-a02d-b4da1287fb93"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..783e454af96fff3dbb9c8f09dc9b190151167dff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-6dde-78e1-a02d-b4da1287fb93"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_062d0b15bc4a68d1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..66d614ad5e6188052c92b6fdcc4792e38cdfc5af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:31:03.165145+00:00", + "ended_at": "2026-05-19T16:31:06.795763+00:00", + "elapsed_ms": 3630.58, + "returncode": 1, + "prompt_metrics": { + "chars": 50722, + "bytes_utf8": 50722, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f37a74f99ebc5f4b71dbbbf0ea22619ba246f7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/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": "2026-05-19T16:31:07.800726+00:00", + "ended_at": "2026-05-19T16:31:11.347658+00:00", + "elapsed_ms": 3546.87, + "returncode": 1, + "prompt_metrics": { + "chars": 50722, + "bytes_utf8": 50722, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ed8bafe8206990093e1393f44e8071306e51f84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_117, measure_col=feature_12.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_12", + "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": 0.49, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ed8bafe8206990093e1393f44e8071306e51f84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_117, measure_col=feature_12.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_12", + "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": 0.49, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f0160df95abcf70101d3b497ac9afb9f09b36b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-9773-74b3-a267-bfee209cbd77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d80be52080d82b85246d8d394fde188f7abe1d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-9773-74b3-a267-bfee209cbd77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ebd4fd93c6953bc83e4868b8603571e3d4556a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-a974-7703-bb6b-e7bd22f76f7a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..067a3a8c38d27e3061986fa575e1df809e0db194 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-a974-7703-bb6b-e7bd22f76f7a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_09641aa847728571/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3d3d47109df6f971e4f901f508c8b132ea87f4c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:19.647914+00:00", + "ended_at": "2026-05-19T16:22:28.803838+00:00", + "elapsed_ms": 9155.88, + "returncode": 1, + "prompt_metrics": { + "chars": 50815, + "bytes_utf8": 50815, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d2965a7d52700da4b6e6032689dd32c4495b680 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/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": "2026-05-19T16:22:29.807748+00:00", + "ended_at": "2026-05-19T16:22:39.246432+00:00", + "elapsed_ms": 9438.63, + "returncode": 1, + "prompt_metrics": { + "chars": 50815, + "bytes_utf8": 50815, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9034e7350e33603d34b6d0d10bc06634d85b46a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_117, measure_col=feature_90.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_90", + "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": 0.53, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9034e7350e33603d34b6d0d10bc06634d85b46a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_117, measure_col=feature_90.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_90", + "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": 0.53, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da3c603889be2883be8799b89271020872947f4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-9aad-7553-9b4b-f87f8aab1035"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7a592f5df7c0f7815a30a5920324b7d19f75cbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-9aad-7553-9b4b-f87f8aab1035"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4feeba3afd9edc0b65a7769e3e96d95a8abbea5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-c21c-74d2-9be6-247c4700ac7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..581720949fa188907aabfeb7cc7b98378f84f217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-c21c-74d2-9be6-247c4700ac7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0b4afe321b0e8c19/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8001590b3ceceb43b066579de2b89503f7b6bbd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:28.300412+00:00", + "ended_at": "2026-05-19T16:13:31.689820+00:00", + "elapsed_ms": 3389.38, + "returncode": 1, + "prompt_metrics": { + "chars": 51052, + "bytes_utf8": 51052, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef18bae75458631006b6bd7bd44dc1759c84b9ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/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": "2026-05-19T16:13:32.694118+00:00", + "ended_at": "2026-05-19T16:13:35.782131+00:00", + "elapsed_ms": 3087.97, + "returncode": 1, + "prompt_metrics": { + "chars": 51052, + "bytes_utf8": 51052, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..228d8d9df30adf82eac645c8d81847e3c579e672 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_116, measure_col=feature_35.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_35", + "item_col": "feature_36", + "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": 0.1484, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..228d8d9df30adf82eac645c8d81847e3c579e672 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_116, measure_col=feature_35.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_35", + "item_col": "feature_36", + "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": 0.1484, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1645580ea7b06706fe50edebf0208ad2774c496d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7e63-7a70-b77f-c56a2c45d0e4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..777e5823c3106d8a57ec4d6a9480c8181c1ce74c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7e63-7a70-b77f-c56a2c45d0e4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2c670e89e0245c072c08a6480ead9349c00d324 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-8f95-7a50-958d-41b5245f26c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2b691d6a3d90112b8c1e94081d74f00ec9a64b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-8f95-7a50-958d-41b5245f26c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0d0b8399314f7b14/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40617a44fec0ad9f0bc7280d179203a38108226f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:58.782219+00:00", + "ended_at": "2026-05-19T16:21:01.484549+00:00", + "elapsed_ms": 2702.31, + "returncode": 1, + "prompt_metrics": { + "chars": 50813, + "bytes_utf8": 50813, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72c029a4a8c6a97725b96fc44f0364e9dafa7100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:02.487684+00:00", + "ended_at": "2026-05-19T16:21:05.799242+00:00", + "elapsed_ms": 3311.53, + "returncode": 1, + "prompt_metrics": { + "chars": 50813, + "bytes_utf8": 50813, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03eff44badb489c3b4617f81cc370b154241e4ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_5, measure_col=feature_86.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_86", + "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": 0.5056, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..03eff44badb489c3b4617f81cc370b154241e4ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_5, measure_col=feature_86.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_86", + "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": 0.5056, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46fa3bb8d827402fdf32945e5ad8f034598c9771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-5e28-7962-abaf-3ff2605d2c2f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88df0c66ba1c629a266235fca8d7823221d4d406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-5e28-7962-abaf-3ff2605d2c2f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e9bd1de64070295c63541cfede65a7c90ebaf59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-6c95-7621-8470-fa2bddb6ecb2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9542857a56026f6bcf026fba4fc6a202a0893b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-6c95-7621-8470-fa2bddb6ecb2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_0dc180bac4af48a3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ee407c167448c70e594c37d9baab2c15b3641f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:48.548449+00:00", + "ended_at": "2026-05-19T16:22:51.833431+00:00", + "elapsed_ms": 3284.94, + "returncode": 1, + "prompt_metrics": { + "chars": 50813, + "bytes_utf8": 50813, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d83fb3c8b5c1f5747b1f2728a672e1ab828de4f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/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": "2026-05-19T16:22:52.837400+00:00", + "ended_at": "2026-05-19T16:22:56.408728+00:00", + "elapsed_ms": 3571.28, + "returncode": 1, + "prompt_metrics": { + "chars": 50813, + "bytes_utf8": 50813, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2870cfff7fe1d4a6b4e7868b38d590aaf80a2fc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_125, measure_col=feature_91.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_91", + "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": 0.43, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2870cfff7fe1d4a6b4e7868b38d590aaf80a2fc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_125, measure_col=feature_91.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_91", + "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": 0.43, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cbb3abbd5175c144a12f3cc2aafea82f6384165 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-0b7f-7ea1-82ef-de208106d21f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6df5d7074a33d1b4db559ca8b15037b8fea89593 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-0b7f-7ea1-82ef-de208106d21f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04b799b933798e35ba9ba3b2bf1c4c97081f7cb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-1c39-7062-b1c2-992b222e71c9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5580d6cb7451718879ac6f658d650abd75514b48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-1c39-7062-b1c2-992b222e71c9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_121246b30935f926/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..923047ed43ef8ebbea4a0498436bc5c087245921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:35.787239+00:00", + "ended_at": "2026-05-19T16:13:39.144677+00:00", + "elapsed_ms": 3357.41, + "returncode": 1, + "prompt_metrics": { + "chars": 51048, + "bytes_utf8": 51048, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce6f29428de85600925ce0e35bf6de391b7fdcc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/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": "2026-05-19T16:13:40.147389+00:00", + "ended_at": "2026-05-19T16:13:42.953792+00:00", + "elapsed_ms": 2806.36, + "returncode": 1, + "prompt_metrics": { + "chars": 51048, + "bytes_utf8": 51048, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e662bea0f15f9e60d58f15d11c640fae10ae9be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_117, measure_col=feature_36.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_36", + "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": 0.18, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e662bea0f15f9e60d58f15d11c640fae10ae9be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_117, measure_col=feature_36.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_36", + "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": 0.18, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f35025692646e6ec96762aecdf310f581985351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-9bb0-7942-ad07-d9a0402491dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18491ccc74d38efba8e38b1fb2599fb971645677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-9bb0-7942-ad07-d9a0402491dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f37411e6bb517f5b45e301b61a3735c9c5cf36dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-ac9d-7c80-bcf7-223405e758b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ebb900df396e5a08670528ef54cd0d2a36d3d1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-ac9d-7c80-bcf7-223405e758b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_128954deebf8672d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0eb97560d0ac06450cc87548329a961e03b1866 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:24.172831+00:00", + "ended_at": "2026-05-19T16:30:27.297167+00:00", + "elapsed_ms": 3124.29, + "returncode": 1, + "prompt_metrics": { + "chars": 50720, + "bytes_utf8": 50720, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2341c2f989b3ae6b22422e9abd2c0ff2044880b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/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": "2026-05-19T16:30:28.302868+00:00", + "ended_at": "2026-05-19T16:30:31.971152+00:00", + "elapsed_ms": 3668.21, + "returncode": 1, + "prompt_metrics": { + "chars": 50720, + "bytes_utf8": 50720, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac485355fd990a02de68ca3a0ab8a039d1a264fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_76, measure_col=feature_9.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_9", + "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": 0.9256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac485355fd990a02de68ca3a0ab8a039d1a264fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_76, measure_col=feature_9.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_9", + "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": 0.9256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e877c22db32c935882516c45ff6f69d7b56719a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ff39-7912-94d8-1321596d7539"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..371c7f6d78440af75570e7b95ac8872bc6b94d8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ff39-7912-94d8-1321596d7539"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4884cb8ce048ef181cdee76594f66523e03b2216 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-0f43-7a71-88fe-a96ba17ffb58"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b232427125dc3ca32d2f1c914529c841111c69f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-0f43-7a71-88fe-a96ba17ffb58"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_134fbae7753365a9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..367a7c35b83896eaec63cf45df0f7e466063377b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:47.719612+00:00", + "ended_at": "2026-05-19T16:19:56.033403+00:00", + "elapsed_ms": 8313.77, + "returncode": 1, + "prompt_metrics": { + "chars": 51192, + "bytes_utf8": 51192, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c8d0cb4b27649c0627341c11d52535ff5062be71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/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": "2026-05-19T16:19:57.037525+00:00", + "ended_at": "2026-05-19T16:20:02.724931+00:00", + "elapsed_ms": 5687.36, + "returncode": 1, + "prompt_metrics": { + "chars": 51192, + "bytes_utf8": 51192, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06a39c4ab739642413fb298f96304f87619fe5c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_76, measure_col=feature_81.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_81", + "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": 0.4476, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..06a39c4ab739642413fb298f96304f87619fe5c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_76, measure_col=feature_81.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_81", + "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": 0.4476, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5258aa0b0b402bca54e2f61199b3d76fe2a88e9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-487e-72c3-8e13-c4b2946bca40"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5c0e9098c806815c014307c855daf1a415a1109 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-487e-72c3-8e13-c4b2946bca40"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..813f0fc84b886cfc9283c150ecc66bf0f0dd6ae8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-6d05-7703-aa8e-996db1bf3407"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..69e7a76a71cc3c59ab15ba582747417a0a489ae8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-6d05-7703-aa8e-996db1bf3407"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_18bf2b2610657777/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..128d3ce6bcf3f7baec5e52baa3ffcf3d1f165e17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:10.435898+00:00", + "ended_at": "2026-05-19T16:16:13.681659+00:00", + "elapsed_ms": 3245.72, + "returncode": 1, + "prompt_metrics": { + "chars": 50801, + "bytes_utf8": 50801, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29294e058ea8b98fc17b33e914d160ef9fbc5fd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/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": "2026-05-19T16:16:14.686823+00:00", + "ended_at": "2026-05-19T16:16:17.973697+00:00", + "elapsed_ms": 3286.81, + "returncode": 1, + "prompt_metrics": { + "chars": 50801, + "bytes_utf8": 50801, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17d5fa1b1da9f116dcf68ad4faad182082962a3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_62.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_62", + "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": 0.23, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17d5fa1b1da9f116dcf68ad4faad182082962a3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_62.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_62", + "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": 0.23, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3afc9fd05d147c6df9c56a85e9cc72462ff1d589 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f815-7fa1-9c0c-b8afa0f08c07"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4fead9d5fb9b7b9956d008f879eda716bc3f7cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f815-7fa1-9c0c-b8afa0f08c07"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3043745ca43d2b9b4b1a993427e74633581f4d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-08c1-78d0-9627-e25bdb26cf50"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7cc83043b18d8e5744e9b2893b8ba56b9d8c6e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-08c1-78d0-9627-e25bdb26cf50"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_1afd15fecb2794a2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..01c39aedd3d0a5864d3cab759b3e3197d1a2f918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:51.217547+00:00", + "ended_at": "2026-05-19T16:13:54.269627+00:00", + "elapsed_ms": 3052.05, + "returncode": 1, + "prompt_metrics": { + "chars": 51437, + "bytes_utf8": 51437, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..700a92e7066857b8d683e87f656573d735b5f258 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/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": "2026-05-19T16:13:55.272780+00:00", + "ended_at": "2026-05-19T16:13:57.995251+00:00", + "elapsed_ms": 2722.44, + "returncode": 1, + "prompt_metrics": { + "chars": 51437, + "bytes_utf8": 51437, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..363083940ff3e89b704dbb7bfd120db1be2ed4db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_5, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_5", + "condition_col": "target", + "condition_value": "0.2", + "positive_value": "0.2", + "negative_value": "0.03", + "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": 0.27, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..363083940ff3e89b704dbb7bfd120db1be2ed4db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_5, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_5", + "condition_col": "target", + "condition_value": "0.2", + "positive_value": "0.2", + "negative_value": "0.03", + "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": 0.27, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d150c9df3124920c5bd0cc4f7f44676e573cfa6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-d7de-7052-95cc-a82338175a65"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcd5a1eb91fe1781cfd834221a5a3c8432c5494d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-d7de-7052-95cc-a82338175a65"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e12485a04951bf2c3bd6fc1de3224b098966dc8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e7ed-7b33-a18b-8d7f3186bd8b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9015612600d060f842ef7c541a1067cdbef6207b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e7ed-7b33-a18b-8d7f3186bd8b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_205ae5f1bae19f51/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..45e69fabda29c07396e17240cacb237d024f4e9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:49.754831+00:00", + "ended_at": "2026-05-19T16:20:52.914955+00:00", + "elapsed_ms": 3160.09, + "returncode": 1, + "prompt_metrics": { + "chars": 50811, + "bytes_utf8": 50811, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa1e487a548c13dfb7470153067f6d1cbbabc622 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/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": "2026-05-19T16:20:53.920186+00:00", + "ended_at": "2026-05-19T16:20:58.777212+00:00", + "elapsed_ms": 4856.98, + "returncode": 1, + "prompt_metrics": { + "chars": 50811, + "bytes_utf8": 50811, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3020277554bcfb0d1adafd0891e42e3520164cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_5, measure_col=feature_86.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_86", + "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": 0.61, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3020277554bcfb0d1adafd0891e42e3520164cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_5, measure_col=feature_86.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_86", + "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": 0.61, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3caf842da2dc743f7f5bcba2d30f0f99f0bc66e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-3af6-7d33-bc41-3fba6212fe24"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91491f4396e391e4365ae8d4ba89322e4a0553a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-3af6-7d33-bc41-3fba6212fe24"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5106b3821ebabb489a8cb09536b5aba028cef1a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-4b34-7013-8543-5e39fcd3be31"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf0e4022feb0760b9b57518434caafa963501eed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-4b34-7013-8543-5e39fcd3be31"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_237c3c27bd02df4b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..98b052dbe0bb731dbd85130eca8778778d625e0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:56.415199+00:00", + "ended_at": "2026-05-19T16:22:59.790826+00:00", + "elapsed_ms": 3375.58, + "returncode": 1, + "prompt_metrics": { + "chars": 50819, + "bytes_utf8": 50819, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1790932e89b5f63ea59d5b8a68022ba1e52f307c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/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": "2026-05-19T16:23:00.797536+00:00", + "ended_at": "2026-05-19T16:23:04.256768+00:00", + "elapsed_ms": 3459.17, + "returncode": 1, + "prompt_metrics": { + "chars": 50819, + "bytes_utf8": 50819, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9c7d0323b6b1d9fb591d9526dea03486d8b3c35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_125, measure_col=feature_91.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_91", + "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": 0.4228, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9c7d0323b6b1d9fb591d9526dea03486d8b3c35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_125, measure_col=feature_91.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_91", + "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": 0.4228, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..331f24cd0852650e5fa217960977710a65ef1910 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-2a00-79a2-944f-497c6db244a0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2c20c026e3145d9920147f00e9cafe92455513d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-2a00-79a2-944f-497c6db244a0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e39e070a4bafb1be33cfb89927f835a2778947a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-3b21-7b32-bd18-a814e48b850d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18534c66e2a9504c56536690be53c8789e887cce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-3b21-7b32-bd18-a814e48b850d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2811fffb3a414748/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a3a633778743d4a5bfbf42a4a78d9a9162331f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:32:01.519069+00:00", + "ended_at": "2026-05-19T16:32:05.233817+00:00", + "elapsed_ms": 3714.7, + "returncode": 1, + "prompt_metrics": { + "chars": 50722, + "bytes_utf8": 50722, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d628498ecdaa6ac9753c9510715165dd9fe33f8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/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": "2026-05-19T16:32:06.237751+00:00", + "ended_at": "2026-05-19T16:32:09.527125+00:00", + "elapsed_ms": 3289.32, + "returncode": 1, + "prompt_metrics": { + "chars": 50722, + "bytes_utf8": 50722, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0da3194afecfabfe0027ef142feed9d2ec844f5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_76, measure_col=feature_15.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_15", + "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": 0.4432, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0da3194afecfabfe0027ef142feed9d2ec844f5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_76, measure_col=feature_15.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_15", + "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": 0.4432, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa1abee3b9067fe02008454d5c7afb8bf4dfa07a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-7b72-7d53-9e65-32f70f87e63c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c836756fa509da0af99a352c4719441897bb9c3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-7b72-7d53-9e65-32f70f87e63c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..120ecec7e481f916768eba96f7f351e51b9fb721 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-8e08-74a0-a38f-90628a5f6630"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d09b8a6ea19866e301c0ff19fddbeeeb3633009b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-8e08-74a0-a38f-90628a5f6630"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_290d7e7ae3c2b8a6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd96034393d1682e1a1a199f08d241adbe6429ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:19.892221+00:00", + "ended_at": "2026-05-19T16:14:23.216533+00:00", + "elapsed_ms": 3324.29, + "returncode": 1, + "prompt_metrics": { + "chars": 51446, + "bytes_utf8": 51446, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c188f1aefeaf5c52c2296b1be1676e0302ab7e5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/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": "2026-05-19T16:14:24.219171+00:00", + "ended_at": "2026-05-19T16:14:27.407667+00:00", + "elapsed_ms": 3188.47, + "returncode": 1, + "prompt_metrics": { + "chars": 51446, + "bytes_utf8": 51446, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7f2e74b4c99dbf3dffdba29f03956d1e74ea5ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_117, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_117", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7f2e74b4c99dbf3dffdba29f03956d1e74ea5ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_117, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_117", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.25, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2193030e92bc2b98ddfbaa31df3164bd89cdc283 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-47ea-7171-a9d0-60c9dadf880b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05ce7e6d20ae0c6a26af8b337ba79a46f6d2af0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-47ea-7171-a9d0-60c9dadf880b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8859f7647c99f4586478d7e6531bd476098b16b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-58e6-7db0-bcc3-94e52ff95683"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..950db4d0a41bc56e9a2f073b4aa34de3cad56ea3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-58e6-7db0-bcc3-94e52ff95683"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2b4ed274fa2a5201/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a9061212db6e06f2edb2e834543ce658cc04c31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:26.536588+00:00", + "ended_at": "2026-05-19T16:19:29.670919+00:00", + "elapsed_ms": 3134.31, + "returncode": 1, + "prompt_metrics": { + "chars": 51186, + "bytes_utf8": 51186, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1cbfecbd04ae78e4501a1ba9bbc453b799aa4b16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/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": "2026-05-19T16:19:30.673958+00:00", + "ended_at": "2026-05-19T16:19:33.574339+00:00", + "elapsed_ms": 2900.35, + "returncode": 1, + "prompt_metrics": { + "chars": 51186, + "bytes_utf8": 51186, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b2776b3a2fcc23e2d0ab46f3234609a2d629204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_5, measure_col=feature_80.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_80", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b2776b3a2fcc23e2d0ab46f3234609a2d629204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_5, measure_col=feature_80.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_80", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c46467194034a8314eef97896592be614674529b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-f5e6-7320-aebd-3919dab7f6a2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc7aa13aacda3a732986a12cda40f7e059f9850f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-f5e6-7320-aebd-3919dab7f6a2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1d373d795eb850fa8f59148624f31a5cf159ff9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-0606-7091-8309-5d1da2ca9901"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab97239062b03271c5ce20b8ad874ee820203b3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-0606-7091-8309-5d1da2ca9901"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2c22e814e5089149/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b584526a55341893b635995fb0ccb77cb86de8b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:25.783656+00:00", + "ended_at": "2026-05-19T16:29:29.440857+00:00", + "elapsed_ms": 3657.15, + "returncode": 1, + "prompt_metrics": { + "chars": 50617, + "bytes_utf8": 50617, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2b527da9068f48d193564123b3a80dbfccae42e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/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": "2026-05-19T16:29:30.446065+00:00", + "ended_at": "2026-05-19T16:29:33.984902+00:00", + "elapsed_ms": 3538.77, + "returncode": 1, + "prompt_metrics": { + "chars": 50617, + "bytes_utf8": 50617, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffe24635f7fa9a81de0f45736122e194860ce5eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_5.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_5", + "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": 34.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffe24635f7fa9a81de0f45736122e194860ce5eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_5.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_5", + "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": 34.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eadf23fa1fb02418b9ce2f0acc32351de57f3a28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-1b1a-7c80-b6f5-f6635bd1c934"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d8b8ac7784f62e5486683421c1f88cbf8621d5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-1b1a-7c80-b6f5-f6635bd1c934"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7557967c5e80d58ff6f680538e50c4d3098427a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-2d58-7303-bf28-28ac477a23bc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b01fb0af8e9589acd2fa97a3a7ab17237f0cebec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-2d58-7303-bf28-28ac477a23bc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_2f828c8a747751a7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1bcf66631f5ca670bc8f049e664f91c8c7149c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:29.554689+00:00", + "ended_at": "2026-05-19T16:28:33.058637+00:00", + "elapsed_ms": 3503.91, + "returncode": 1, + "prompt_metrics": { + "chars": 50623, + "bytes_utf8": 50623, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e517769fc926a421590b46162c3b6918af0079e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/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": "2026-05-19T16:28:34.064499+00:00", + "ended_at": "2026-05-19T16:28:37.524240+00:00", + "elapsed_ms": 3459.68, + "returncode": 1, + "prompt_metrics": { + "chars": 50623, + "bytes_utf8": 50623, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d46812ae43d1a94f4c9cdf70041c712f9f4c1c74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_104.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_104", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.85, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d46812ae43d1a94f4c9cdf70041c712f9f4c1c74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_104.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_104", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.85, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37fea99b2c25590dc0603cb256e63b13ae975601 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-3f6d-73f2-b5bf-ee4165aad58d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3635c78be123220c18b2f5cf380bf82d2c6f1d67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-3f6d-73f2-b5bf-ee4165aad58d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5660a8d39b35f36b8ceef051298f680cc45c25d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-5101-7000-8bbb-8d90d5bda1d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..46cfdcb0819f1e7b53ade20292063c76b2b4e4ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-5101-7000-8bbb-8d90d5bda1d3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_30a89913f5a71801/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6830e562a9803826be14eb230c41da0684877d24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:11.430599+00:00", + "ended_at": "2026-05-19T16:22:15.377730+00:00", + "elapsed_ms": 3947.09, + "returncode": 1, + "prompt_metrics": { + "chars": 50819, + "bytes_utf8": 50819, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..efd6feb60264765cbf457c06adade4dd0c627b92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:16.382647+00:00", + "ended_at": "2026-05-19T16:22:19.641587+00:00", + "elapsed_ms": 3258.87, + "returncode": 1, + "prompt_metrics": { + "chars": 50819, + "bytes_utf8": 50819, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dd7eab9c86d2063b449ca80b242267e733087ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_116, measure_col=feature_89.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_89", + "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": 0.4328, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dd7eab9c86d2063b449ca80b242267e733087ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_116, measure_col=feature_89.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_89", + "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": 0.4328, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3f00422eaafa1d8d235ac7b608472253445ad3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-7a7a-7bc3-b844-4ce636d19dc7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7deb6142bd9406c4b0c02322eb8d6c55c9d7f356 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-7a7a-7bc3-b844-4ce636d19dc7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52fab3c751da19da9fbb0921a2a897c517f4036a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-8dd6-7152-b5c3-590352ecdf7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d31c23943c16c9b30006e1d230370eadd28b6f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-8dd6-7152-b5c3-590352ecdf7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_31883018a04dc75d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fdaa3e670af4839810b5ba88f35a5d7b15a3b43b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:00.821198+00:00", + "ended_at": "2026-05-19T16:15:03.799408+00:00", + "elapsed_ms": 2978.18, + "returncode": 1, + "prompt_metrics": { + "chars": 50946, + "bytes_utf8": 50946, + "lines": 1636, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21ea446462a41995fc4382ef307ac4bfcb7ff3d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/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": "2026-05-19T16:15:04.803668+00:00", + "ended_at": "2026-05-19T16:15:08.045303+00:00", + "elapsed_ms": 3241.59, + "returncode": 1, + "prompt_metrics": { + "chars": 50946, + "bytes_utf8": 50946, + "lines": 1636, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06b8d29736f98748d4de37116d0ad389b44c5e95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1636 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_5, group_col_2=feature_125.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_5", + "group_col_2": "feature_125", + "predicate_col": "feature_50", + "predicate_op": ">=", + "predicate_value": 0.84, + "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": 0.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..06b8d29736f98748d4de37116d0ad389b44c5e95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1636 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_5, group_col_2=feature_125.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_5", + "group_col_2": "feature_125", + "predicate_col": "feature_50", + "predicate_op": ">=", + "predicate_value": 0.84, + "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": 0.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1940b8c7fcf12490e5e0c6ae20b4f9aa2b39750 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-e7d1-70f3-8820-9d46ee6ccf43"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e2c9919a2a038845630dfeda2248589c82c2da7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-e7d1-70f3-8820-9d46ee6ccf43"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ab152040bbfdd1577801853f330259bc6de3a28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-f768-7bf2-a57b-a0c60bc4cd12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cf751257c35081168102eb648773e91d9b80291 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-f768-7bf2-a57b-a0c60bc4cd12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_318a969a0e3de75c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea167214a334b604d1c443dc18997e350020a70e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:19.199515+00:00", + "ended_at": "2026-05-19T16:26:22.341215+00:00", + "elapsed_ms": 3141.66, + "returncode": 1, + "prompt_metrics": { + "chars": 50874, + "bytes_utf8": 50874, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c23e180a989e79acc53ce8d554ac25903043c993 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/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": "2026-05-19T16:26:23.344958+00:00", + "ended_at": "2026-05-19T16:26:26.533099+00:00", + "elapsed_ms": 3187.98, + "returncode": 1, + "prompt_metrics": { + "chars": 50874, + "bytes_utf8": 50874, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd5586365c4fd56f2a2899d3f884820111794f73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_76, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_76", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.18, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd5586365c4fd56f2a2899d3f884820111794f73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_76, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_76", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.18, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a42d687cf44dbf67fd018b29eaa644d2148c330 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4231-7f91-9140-55712070d525"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84553f3b1718a400c0a50be8e98f43f45bfab7e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4231-7f91-9140-55712070d525"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17baf03bf9bf19caa6254fc5b89c2651638c8e28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5271-7c63-afcb-41b817ba5747"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..68e19742d8731783a783941d1d32387c0527809b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5271-7c63-afcb-41b817ba5747"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_350ff8366390ffc4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b199c463e349095b16d02bd0ed4efa27b6c5be4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:51.616049+00:00", + "ended_at": "2026-05-19T16:26:54.978869+00:00", + "elapsed_ms": 3362.78, + "returncode": 1, + "prompt_metrics": { + "chars": 50569, + "bytes_utf8": 50569, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99edffc80663d9c9166acb7d1bbd104d17aecd34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/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": "2026-05-19T16:26:55.985261+00:00", + "ended_at": "2026-05-19T16:27:01.221520+00:00", + "elapsed_ms": 5236.12, + "returncode": 1, + "prompt_metrics": { + "chars": 50569, + "bytes_utf8": 50569, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9ec0d52ffaa28735e3ec10ed3ae09b67d33e7bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_112.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_112", + "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": 0.19, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9ec0d52ffaa28735e3ec10ed3ae09b67d33e7bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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Focus on measure_col=feature_112.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_112", + "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": 0.19, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c92e08c51d54d6f8a753e86a854c512d34b6e758 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-c0cd-7920-9a02-b39f8a6ed508"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f4d7c1805b5af953e91209a20d36fa987960e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-c0cd-7920-9a02-b39f8a6ed508"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26ffdda312a6f81e9f9ccbd3fd4e6a06ab296796 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-d1f0-7a13-b601-26f585d03277"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..80088c30aa90472bbeded873c3036b3f9b45a37f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-d1f0-7a13-b601-26f585d03277"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_360984d44e45416c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..664be4a9d3ad695e756bc5efd64d6e3a583dd585 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:41.737111+00:00", + "ended_at": "2026-05-19T16:29:44.921728+00:00", + "elapsed_ms": 3184.58, + "returncode": 1, + "prompt_metrics": { + "chars": 50619, + "bytes_utf8": 50619, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e38ee1167b7033b791d0c345c4b2714ff6509c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:45.927549+00:00", + "ended_at": "2026-05-19T16:29:49.496983+00:00", + "elapsed_ms": 3569.36, + "returncode": 1, + "prompt_metrics": { + "chars": 50619, + "bytes_utf8": 50619, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58c493cfcd84ebbb6d2a5a681327cb7cd43304fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_76.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_76", + "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": 63.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..58c493cfcd84ebbb6d2a5a681327cb7cd43304fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_76.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_76", + "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": 63.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a7be7165b2b21802d0e247ff5a28b796a5fe3b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5955-7142-9259-e4d7f3f7fd00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..561862d79a01bf597140a48c6aa175a8afa268a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5955-7142-9259-e4d7f3f7fd00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d79859a30a94a4fa211f0fda0a8e2e6a8a9bf8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-69e9-7352-9f1f-33029ef39896"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cd881f7221736862340cfbd2c8d1ee7c8b05030 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-69e9-7352-9f1f-33029ef39896"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3725d8c67d580f8b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..835e11f21d1b7ca96b2bd97db1b5e788d9737138 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:40.786751+00:00", + "ended_at": "2026-05-19T16:19:43.620633+00:00", + "elapsed_ms": 2833.84, + "returncode": 1, + "prompt_metrics": { + "chars": 51189, + "bytes_utf8": 51189, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b185d9a1365128bbc912f963cd8442b8d7717752 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/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": "2026-05-19T16:19:44.624051+00:00", + "ended_at": "2026-05-19T16:19:47.714339+00:00", + "elapsed_ms": 3090.25, + "returncode": 1, + "prompt_metrics": { + "chars": 51189, + "bytes_utf8": 51189, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a500cb6d9baf6b8e7df33d43250e2cf3ceb7c0fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_76, measure_col=feature_81.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_81", + "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": 0.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a500cb6d9baf6b8e7df33d43250e2cf3ceb7c0fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_76, measure_col=feature_81.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_81", + "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": 0.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f55b61a3ca54809ad55311116ae4ec725228829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2d63-7753-8ac2-83d1a1feb21b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af0c35569dc70fc2f1be6775669ad337aa4a04a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2d63-7753-8ac2-83d1a1feb21b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..879f72c17f3cb3efe9f6ef7f67c9ee86ae7ce0b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-3c73-7c00-a043-24729f5dd546"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..79dd1963fa4f4ebaad79fe5fa93c5bdcdafa6b59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-3c73-7c00-a043-24729f5dd546"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_394468cec619ec41/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3baf379d5fc1caf7ca021e171c8f1a129c162288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:33.703157+00:00", + "ended_at": "2026-05-19T16:27:37.344049+00:00", + "elapsed_ms": 3640.85, + "returncode": 1, + "prompt_metrics": { + "chars": 50568, + "bytes_utf8": 50568, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c28ca98be433758a6b575aac3b0481c4ca66d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/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": "2026-05-19T16:27:38.347920+00:00", + "ended_at": "2026-05-19T16:27:41.761744+00:00", + "elapsed_ms": 3413.78, + "returncode": 1, + "prompt_metrics": { + "chars": 50568, + "bytes_utf8": 50568, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fab54c9844f5b1704c0c8c5c3f5adc646fb7588 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_117.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_117", + "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": 0.57, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fab54c9844f5b1704c0c8c5c3f5adc646fb7588 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_117.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_117", + "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": 0.57, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..790dc951145c0d9e2040b1346270673eeba9ec4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-6542-7282-8ea5-85ea53fc8a1f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e79be20190b884f02755cc9517015d719a02bb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-6542-7282-8ea5-85ea53fc8a1f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a180d36963902fec13efdca216d3e1434a7a0909 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-7773-7b80-904d-4515ceec9008"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18803e21161a1e14bbb45f162df86a7f680a6f7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-7773-7b80-904d-4515ceec9008"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d28de7e1acd1ba4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04ca942fad26309d5d4dfef676b5d119f8301226 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:04.819529+00:00", + "ended_at": "2026-05-19T16:13:07.720350+00:00", + "elapsed_ms": 2900.8, + "returncode": 1, + "prompt_metrics": { + "chars": 51048, + "bytes_utf8": 51048, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f39393c2eb9f6904882ac90ae5e27b3f5205f3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/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": "2026-05-19T16:13:08.722907+00:00", + "ended_at": "2026-05-19T16:13:11.936554+00:00", + "elapsed_ms": 3213.62, + "returncode": 1, + "prompt_metrics": { + "chars": 51048, + "bytes_utf8": 51048, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73aaa1cec58ad39ca098bd9918ac4e116b0d687a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_104, measure_col=feature_34.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_34", + "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": 0.19, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..73aaa1cec58ad39ca098bd9918ac4e116b0d687a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_104, measure_col=feature_34.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_34", + "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": 0.19, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7debb67725f31f133c267d8b3b1ac2ff80257164 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-22a2-7740-a1eb-e0a44d97d578"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5546172f9139f1a4789dd45c9ef7fa8c22b5b09c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-22a2-7740-a1eb-e0a44d97d578"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b731aad813a976985312edbd29b0198c34c1189 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-3203-7e40-be84-365fb1b5d856"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..581d4359eebdd11d26acaa9efc00cd80a970a652 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-3203-7e40-be84-365fb1b5d856"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3d9b0b82329fd17c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8af42aa9cb4dd6b1ab376a41fc821f2fbb283a94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:17.542767+00:00", + "ended_at": "2026-05-19T16:18:22.889594+00:00", + "elapsed_ms": 5346.8, + "returncode": 1, + "prompt_metrics": { + "chars": 51193, + "bytes_utf8": 51193, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5bd45345bc2065e941a59994e7937247e4e0d87e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/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": "2026-05-19T16:18:23.892080+00:00", + "ended_at": "2026-05-19T16:18:26.968581+00:00", + "elapsed_ms": 3076.47, + "returncode": 1, + "prompt_metrics": { + "chars": 51193, + "bytes_utf8": 51193, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36f3fcdbbf6baace1ac2e8f4883677b4484916c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_104, measure_col=feature_76.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_76", + "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": 0.66, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..36f3fcdbbf6baace1ac2e8f4883677b4484916c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_104, measure_col=feature_76.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_76", + "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": 0.66, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d9964fd0c90094a65c2af9861ed05ada4be33b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-e854-7951-ab01-9391af0f39c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a508f01b64be7c33fefa38f7a51584593d18eba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-e854-7951-ab01-9391af0f39c3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81b23b5a9f894b2f2b3c38824f04bc898f16e371 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-010d-75d1-b9e6-275d87152d77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0900b592bd325cc5ee7cbfc311fea93a892ce2f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-010d-75d1-b9e6-275d87152d77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_3efcf40ce3e19db5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..974ec0ace3583f8d078c69fdd199f7c7c5ff028b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:24.819931+00:00", + "ended_at": "2026-05-19T16:20:28.304592+00:00", + "elapsed_ms": 3484.63, + "returncode": 1, + "prompt_metrics": { + "chars": 51191, + "bytes_utf8": 51191, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..715256d5d34db092e473f2607b8a3ac3e98d361e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/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": "2026-05-19T16:20:29.308095+00:00", + "ended_at": "2026-05-19T16:20:37.102650+00:00", + "elapsed_ms": 7794.52, + "returncode": 1, + "prompt_metrics": { + "chars": 51191, + "bytes_utf8": 51191, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5c6375b94bd945e11589a6dcf5a99d5a02eb48e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_116, measure_col=feature_83.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_83", + "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": 0.14, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5c6375b94bd945e11589a6dcf5a99d5a02eb48e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_116, measure_col=feature_83.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_83", + "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": 0.14, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..091a100f26f5edad958899f78e08970db795f4ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-d96f-7790-b452-768738e8323e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d67fff3a2569b437b5c9656f2561f7160d10fe19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-d96f-7790-b452-768738e8323e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a096c4c27afd82885f16f4347fc606fff1993a3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-eb10-72e3-af06-5e21841b2f6f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d7abe11045efb7ce6087a69ee6863c905d0d709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-eb10-72e3-af06-5e21841b2f6f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_44c6ae8611c41d6d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b23618a525a712c00ae547b71d729691d3e046ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:26.893217+00:00", + "ended_at": "2026-05-19T16:12:30.225890+00:00", + "elapsed_ms": 3332.64, + "returncode": 1, + "prompt_metrics": { + "chars": 51052, + "bytes_utf8": 51052, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e47c8f3de0cd52ab4fd28142e867b61b06cda255 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/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": "2026-05-19T16:12:31.230133+00:00", + "ended_at": "2026-05-19T16:12:34.530772+00:00", + "elapsed_ms": 3300.59, + "returncode": 1, + "prompt_metrics": { + "chars": 51052, + "bytes_utf8": 51052, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68f42869a87f45f5ebf59a1f82b89b061e5e2f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_125, measure_col=feature_31.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_31", + "item_col": "feature_32", + "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": 0.2968, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..68f42869a87f45f5ebf59a1f82b89b061e5e2f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_125, measure_col=feature_31.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_31", + "item_col": "feature_32", + "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": 0.2968, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..849e77146915b9119240fb78cfeb36490fb6f818 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8eb8-79f2-92c9-05730f8dbdc9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..571acfd58abd206a4f0d98fcc1f983a624377980 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8eb8-79f2-92c9-05730f8dbdc9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d0112c26a328fd2d9013380295c628a2d7fbb0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9f85-7323-bd47-d9adb61dc7d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a612ab2a3b9c3f4b2e04e8bb9257cd58912e404 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-9f85-7323-bd47-d9adb61dc7d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_45ab2c2fc22952a6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7bf7985b0b819a45e5e0c17bb2f1dae0d0dd361c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:46.807461+00:00", + "ended_at": "2026-05-19T16:14:50.011326+00:00", + "elapsed_ms": 3203.82, + "returncode": 1, + "prompt_metrics": { + "chars": 51442, + "bytes_utf8": 51442, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6df649b23a8c7dd2814fa6dfd3ae6597d2895c15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/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": "2026-05-19T16:14:51.014800+00:00", + "ended_at": "2026-05-19T16:14:54.250538+00:00", + "elapsed_ms": 3235.71, + "returncode": 1, + "prompt_metrics": { + "chars": 51442, + "bytes_utf8": 51442, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e304004e5224c8b2197ab3dd930c1c28c351a69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_76, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_76", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e304004e5224c8b2197ab3dd930c1c28c351a69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_76, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_76", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3147d306de76a104a53de5a7f9fa664c9f5547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-b11c-7290-88dd-8d22a8bcbb7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c2489581ceffeaa12804cf7536902121f006ca8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-b11c-7290-88dd-8d22a8bcbb7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..571279f71639fd3206e41075b0a1269c7b5093b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c19c-7b63-a1c6-a5743117bc87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60e06639280828617e7969a68bb6e01355ce2727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c19c-7b63-a1c6-a5743117bc87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_472962abc2ddff01/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9f3203886236859d29f05c94c0d1acbda0b187e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:42.108102+00:00", + "ended_at": "2026-05-19T16:11:45.047594+00:00", + "elapsed_ms": 2939.47, + "returncode": 1, + "prompt_metrics": { + "chars": 51047, + "bytes_utf8": 51047, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42ca4a37ba98ce53435276909dadb639b3f24196 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/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": "2026-05-19T16:11:46.051729+00:00", + "ended_at": "2026-05-19T16:11:49.266103+00:00", + "elapsed_ms": 3214.33, + "returncode": 1, + "prompt_metrics": { + "chars": 51047, + "bytes_utf8": 51047, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c5594650c877f17abf81731efff63694efbead7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_104, measure_col=feature_28.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_28", + "item_col": "feature_29", + "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": 0.3712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c5594650c877f17abf81731efff63694efbead7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_104, measure_col=feature_28.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_28", + "item_col": "feature_29", + "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": 0.3712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c8ac32955c3a38186d52d3e44351c7989394d76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-dfa4-73a0-8a52-4a9101d92859"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcb463f9edb5d1476aa23bd58899405f7d803751 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-dfa4-73a0-8a52-4a9101d92859"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e0d5c4f1c545751e0f219ba2f9ef074921372ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ef08-7ef2-a71f-7a73ac22d52f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f4b5b996de61b22da74d6f52dd2d719bdf9ef60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ef08-7ef2-a71f-7a73ac22d52f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_47e82c377c338820/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8feea46ece8e13ea4b803aa89bdd850adae9e11c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:49.507518+00:00", + "ended_at": "2026-05-19T16:29:52.989642+00:00", + "elapsed_ms": 3482.06, + "returncode": 1, + "prompt_metrics": { + "chars": 50621, + "bytes_utf8": 50621, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fce6406f90490acbca685ec0c60d74da98f16bed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/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": "2026-05-19T16:29:53.993948+00:00", + "ended_at": "2026-05-19T16:29:57.643291+00:00", + "elapsed_ms": 3649.29, + "returncode": 1, + "prompt_metrics": { + "chars": 50621, + "bytes_utf8": 50621, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..883b3c1af5bfbcf96b431ce77d34b210a72707c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_76.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_76", + "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": 63.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..883b3c1af5bfbcf96b431ce77d34b210a72707c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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Focus on group_col=feature_76.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_76", + "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": 63.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6517067ceb073671dbce9aac2a85fe5163d09ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-77cb-7902-a8e6-b1de215450bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2add5a39d141dd9a9444c9302c3ea7eede92e74b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-77cb-7902-a8e6-b1de215450bd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49b84c3ef8ee75a8906897e406bf8774ff7b5a9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-8949-71b2-91bf-c8ef961cb186"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecddf96a5ceb237630e15a3515fbfdbbbb911f99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-8949-71b2-91bf-c8ef961cb186"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_496d489a3ae9fbeb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae9ed4f52d4e90e9c3b87e8b878d1df00f4680ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 50635, "bytes_utf8": 50635, "lines": 1632, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 27979, "cached_input_tokens": 12032, "output_tokens": 410, "reasoning_output_tokens": 294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f5c9600f58e71d4312229c831722bb4250a6131 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/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": "n4", + "model": "v2-cli:codex", + "run_id": "v2q_n4_49f9a6fa0c950af2", + "api_calls": 0, + "input_tokens": 27979, + "cached_input_tokens": 12032, + "output_tokens": 410, + "total_tokens": 28389, + "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": 10257.22, + "sql_execution_elapsed_ms_total": 2.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7eb2ad5355a7592795d448686d8d692eb1621ff1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:44.439511+00:00", + "ended_at": "2026-05-19T16:06:54.696754+00:00", + "elapsed_ms": 10257.22, + "prompt_metrics": { + "chars": 50635, + "bytes_utf8": 50635, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 27979, + "cached_input_tokens": 12032, + "output_tokens": 410, + "reasoning_output_tokens": 294 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08ce8ad63b61bd1e82a5bbf79431f9ee67066911 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- 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"feature_7": "0.77", + "feature_8": "1", + "feature_9": "0.08", + "feature_10": "0.12", + "feature_11": "0.1", + "feature_12": "0.51", + "feature_13": "0.5", + "feature_14": "0.34", + "feature_15": "0.21", + "feature_16": "0.06", + "feature_17": "1", + "feature_18": "0.58", + "feature_19": "0.89", + "feature_20": "0.21", + "feature_21": "0.43", + "feature_22": "0.36", + "feature_23": "0.2", + "feature_24": "0.82", + "feature_25": "0.51", + "feature_26": "0.36", + "feature_27": "0.4", + "feature_28": "0.39", + "feature_29": "0.16", + "feature_30": "0.25", + "feature_31": "0.36", + "feature_32": "0.44", + "feature_33": "0.01", + "feature_34": "0.1", + "feature_35": "0.09", + "feature_36": "0.25", + "feature_37": "0.31", + "feature_38": "0.33", + "feature_39": "0.71", + "feature_40": "0.36", + "feature_41": "0.45", + "feature_42": "0.37", + "feature_43": "0.39", + "feature_44": "0.34", + "feature_45": "0.45", + "feature_46": "0.49", + "feature_47": "0.44", + "feature_48": "0.75", + "feature_49": "0.65", + "feature_50": "0.54", + "feature_51": "0.83", + "feature_52": "0.65", + "feature_53": "0.85", + "feature_54": "0.86", + "feature_55": "0.03", + "feature_56": "0.33", + "feature_57": "0.02", + "feature_58": "0.11", + "feature_59": "0.2", + "feature_60": "0.3", + "feature_61": "0.31", + "feature_62": "0.05", + "feature_63": "0.08", + "feature_64": "0.11", + "feature_65": "0.11", + "feature_66": "0.81", + "feature_67": "0.08", + "feature_68": "0.56", + "feature_69": "0.62", + "feature_70": "0.85", + "feature_71": "0.77", + "feature_72": "1", + "feature_73": "0.94", + "feature_74": "0.12", + "feature_75": "0.01", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.97", + "feature_79": "0.96", + "feature_80": "0.6", + "feature_81": "0.47", + "feature_82": "0.52", + "feature_83": "0.11", + "feature_84": "0.11", + "feature_85": "0.24", + "feature_86": "0.21", + "feature_87": "0.19", + "feature_88": "0.75", + "feature_89": "0.7", + "feature_90": "0.77", + "feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_76, measure_col=feature_2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_76", + "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": 47.88, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcc9116e38e8d7e95bacae1d0174465382166171 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-54cd-7270-b646-52ac78b31e97"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"feature_76\\\", SUM(CAST(NULLIF(\\\"feature_2\\\", '') AS REAL)) AS total_measure\\nFROM \\\"n4\\\"\\nGROUP BY \\\"feature_76\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"feature_76\\\" and measure_col=\\\"feature_2\\\". Applied NULLIF and CAST because the schema stores values as TEXT and feature_2 contains blank strings for missing values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":27979,"cached_input_tokens":12032,"output_tokens":410,"reasoning_output_tokens":294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91a195b2f339941517705949803cdcb40990aa0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"feature_76\", SUM(CAST(NULLIF(\"feature_2\", '') AS REAL)) AS total_measure\nFROM \"n4\"\nGROUP BY \"feature_76\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with group_col=\"feature_76\" and measure_col=\"feature_2\". Applied NULLIF and CAST because the schema stores values as TEXT and feature_2 contains blank strings for missing values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_49f9a6fa0c950af2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2e2133b29949a6cfc5d2cec659827869169b4e70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:12.889913+00:00", + "ended_at": "2026-05-19T16:06:15.733380+00:00", + "elapsed_ms": 2843.44, + "returncode": 1, + "prompt_metrics": { + "chars": 50630, + "bytes_utf8": 50630, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a767cf51edd3d3ed3896a0e3365b95becadd0c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:16.736972+00:00", + "ended_at": "2026-05-19T16:06:20.831947+00:00", + "elapsed_ms": 4094.92, + "returncode": 1, + "prompt_metrics": { + "chars": 50630, + "bytes_utf8": 50630, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9803bc2a6f192001176eebb6290b015bb3022545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_5, measure_col=feature_1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_5", + "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": 34.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9803bc2a6f192001176eebb6290b015bb3022545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_5, measure_col=feature_1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_5", + "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": 34.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63ee5631006e0a18acaf24026e403c313be00639 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-d9ae-7852-a622-6d80b0cdd209"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32d08019bed9c546e676080de5af5b438b924697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-d9ae-7852-a622-6d80b0cdd209"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a073b0266314a4e46081fb300424cb5dfc54b8ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-e8a4-7d20-83e9-ac4afbe93490"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d5d2dcde55ebe29b260ded839cbb66cdd06c53d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-e8a4-7d20-83e9-ac4afbe93490"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ab70c37981c0d72/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c16b971832a2488503fee5c54055a66dccb3a686 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:57.257725+00:00", + "ended_at": "2026-05-19T16:12:00.627939+00:00", + "elapsed_ms": 3370.19, + "returncode": 1, + "prompt_metrics": { + "chars": 51052, + "bytes_utf8": 51052, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d9d589c695aa25b47b1805bbb279d8df7033c4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/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": "2026-05-19T16:12:01.632079+00:00", + "ended_at": "2026-05-19T16:12:04.641720+00:00", + "elapsed_ms": 3009.6, + "returncode": 1, + "prompt_metrics": { + "chars": 51052, + "bytes_utf8": 51052, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..508cbf25d6b026677d1d5a3737765849e4a00809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_116, measure_col=feature_29.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_29", + "item_col": "feature_30", + "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": 0.2448, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..508cbf25d6b026677d1d5a3737765849e4a00809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_116, measure_col=feature_29.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_29", + "item_col": "feature_30", + "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": 0.2448, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e52d93ce39717551c6b4282f891486d61c191522 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1abe-7382-9676-cf20b1bf604b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15a8e14eecad966045763b1b7b61320cbf8fdafd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1abe-7382-9676-cf20b1bf604b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33a96228c38c6e08c3b195ea2ae62f92217f6ca4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-2bde-7c33-b58a-d41a7dcd9786"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d045520356772a55fab42ee0a7d9d897b167d6dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-2bde-7c33-b58a-d41a7dcd9786"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4ad205bfd0035dc4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f003c306908936be8c76cab35f28628e2d930a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:49.271186+00:00", + "ended_at": "2026-05-19T16:11:52.456132+00:00", + "elapsed_ms": 3184.92, + "returncode": 1, + "prompt_metrics": { + "chars": 51043, + "bytes_utf8": 51043, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1199ccdd11d46f1416210df51c9548f2fb62ce51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/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": "2026-05-19T16:11:53.461084+00:00", + "ended_at": "2026-05-19T16:11:57.252413+00:00", + "elapsed_ms": 3791.28, + "returncode": 1, + "prompt_metrics": { + "chars": 51043, + "bytes_utf8": 51043, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c90a44391e0bea164f76da71aba4fbd738e72e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_116, measure_col=feature_29.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_29", + "item_col": "feature_30", + "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": 0.27, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c90a44391e0bea164f76da71aba4fbd738e72e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_116, measure_col=feature_29.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_29", + "item_col": "feature_30", + "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": 0.27, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebccfd9e88e9bd84a7835d7c5e3a708e988dd6c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-fba7-7ac3-aa3a-f59cdc64c2f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4076d82d79983ad588968de8ce6ce00ea1687996 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-fba7-7ac3-aa3a-f59cdc64c2f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..464679924a9df2f28a92ecc1c87d85c97b0d38f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0be5-7090-99fa-5a5fa978761a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0380c677581af670b3236cee96a4e18bc0df0ba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0be5-7090-99fa-5a5fa978761a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4b2912d3e2805378/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09923bc8159cc703399e7b7301710d6df4eff9bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:40.433976+00:00", + "ended_at": "2026-05-19T16:17:47.605459+00:00", + "elapsed_ms": 7171.42, + "returncode": 1, + "prompt_metrics": { + "chars": 51191, + "bytes_utf8": 51191, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..590512a8ae2b867c66705992a1ac2a22a47cb424 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/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": "2026-05-19T16:17:48.612197+00:00", + "ended_at": "2026-05-19T16:17:52.023679+00:00", + "elapsed_ms": 3411.41, + "returncode": 1, + "prompt_metrics": { + "chars": 51191, + "bytes_utf8": 51191, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a129bbb2bbd46686d1d8ba78d239c8d28a4916fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_5, measure_col=feature_74.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_74", + "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": 0.0864, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a129bbb2bbd46686d1d8ba78d239c8d28a4916fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_5, measure_col=feature_74.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_74", + "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": 0.0864, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d7cc25f31b289ff6ed716817d86ed8adcfac8fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-57e5-7920-a975-f0a93f0eb384"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6714e6f7e00831c8e3efb9738876950d76a62cb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-57e5-7920-a975-f0a93f0eb384"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09601090d68392eeab2acaecc0e4e77f4078f672 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-77c8-7421-9e33-7e3004e53ec4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e5efdfc8934d0d9e759cef9a077cd7b77d3e8b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-77c8-7421-9e33-7e3004e53ec4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4d84f0373345d0d5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f5f5a173f8ac0c272fac7c343cf6c2aad909889 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:07.274733+00:00", + "ended_at": "2026-05-19T16:10:10.403983+00:00", + "elapsed_ms": 3129.22, + "returncode": 1, + "prompt_metrics": { + "chars": 50539, + "bytes_utf8": 50539, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60d80c1fa8b1296e864311b8ab8970466791a006 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/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": "2026-05-19T16:10:11.408215+00:00", + "ended_at": "2026-05-19T16:10:14.542280+00:00", + "elapsed_ms": 3134.02, + "returncode": 1, + "prompt_metrics": { + "chars": 50539, + "bytes_utf8": 50539, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..352f0b636a918d6d67037402a3207849d8755bb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_76.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_76", + "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": 0.49, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..352f0b636a918d6d67037402a3207849d8755bb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_76.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_76", + "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": 0.49, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72e3ea783d1f047238ae4c4f6d77ccb239efd369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6d34-7660-9408-c30cca815851"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16ea4672b650c5a44ba205d0d90e2943a9134be3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6d34-7660-9408-c30cca815851"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..234b469f2293e936869d00a95064d97c92f84780 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7d64-7182-8e87-93b575673a4b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2e314371160952a3f3bd372b1c4ac18de8bf3ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-7d64-7182-8e87-93b575673a4b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4de6a7ed95de308b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..45409ec79032886d8cf4293cee2b246b202d32b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:39.113175+00:00", + "ended_at": "2026-05-19T16:10:42.062418+00:00", + "elapsed_ms": 2949.22, + "returncode": 1, + "prompt_metrics": { + "chars": 50541, + "bytes_utf8": 50541, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..935373fce2a64db7046be7b227bc534265e9e7ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/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": "2026-05-19T16:10:43.065142+00:00", + "ended_at": "2026-05-19T16:10:46.305513+00:00", + "elapsed_ms": 3240.34, + "returncode": 1, + "prompt_metrics": { + "chars": 50541, + "bytes_utf8": 50541, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3ff284a8c498e9e81d7bc0f704d54239b123830 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_125.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_125", + "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": 0.71, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3ff284a8c498e9e81d7bc0f704d54239b123830 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_125.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_125", + "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": 0.71, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..213c1ad3dd6395040638a439b7f2ed01c0caac8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-e980-7ca2-9d10-a1c5df152f93"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fdf82251e1df37dab4b21e47d24318afc88bbcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-e980-7ca2-9d10-a1c5df152f93"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea6c26e3fa80d90b95f46e25f1b1cc5659f302d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f914-7c33-8d7e-155e8dec64fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8892a5ea259d8d906dc6e8bf1900122bb9d911e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-f914-7c33-8d7e-155e8dec64fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_4f1fb3aae7cca961/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3f51d88ca597e754b7e6300d4388afd6b01ec5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:21.730290+00:00", + "ended_at": "2026-05-19T16:24:25.219741+00:00", + "elapsed_ms": 3489.41, + "returncode": 1, + "prompt_metrics": { + "chars": 50879, + "bytes_utf8": 50879, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b0fd96ec242235775344c5a165b3989a37f2f839 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/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": "2026-05-19T16:24:26.224573+00:00", + "ended_at": "2026-05-19T16:24:35.247619+00:00", + "elapsed_ms": 9022.97, + "returncode": 1, + "prompt_metrics": { + "chars": 50879, + "bytes_utf8": 50879, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12e5e6280a8064640f0d47dd0c13da33148d3de2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_5, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_5", + "condition_col": "target", + "condition_value": "0.03", + "positive_value": "0.2", + "negative_value": "0.03", + "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": 0.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..12e5e6280a8064640f0d47dd0c13da33148d3de2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_5, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_5", + "condition_col": "target", + "condition_value": "0.03", + "positive_value": "0.2", + "negative_value": "0.03", + "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": 0.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..271a2053b6ec5fd1e906bfd9b4d3b2b87f77e0a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-7763-7402-94f7-b7ebf92c347d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5384f1071f2f57f7eaa62d5624528df17f64d444 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-7763-7402-94f7-b7ebf92c347d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a26af76c7317a03310fe9b36a6efdf18daa522c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-892b-70b0-bce0-0033d0e3dbf9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc43ea8b1dc14df804909dfc92a2bc91a4a08767 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-892b-70b0-bce0-0033d0e3dbf9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_587fbc116841bca2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63b28eb60d4390bc72307b21dea066adf08b6f03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:46.310884+00:00", + "ended_at": "2026-05-19T16:10:49.347742+00:00", + "elapsed_ms": 3036.83, + "returncode": 1, + "prompt_metrics": { + "chars": 50538, + "bytes_utf8": 50538, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b64f965ae88c1e0568165e6c55ccbac633fb3ea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/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": "2026-05-19T16:10:50.352573+00:00", + "ended_at": "2026-05-19T16:10:53.498812+00:00", + "elapsed_ms": 3146.2, + "returncode": 1, + "prompt_metrics": { + "chars": 50538, + "bytes_utf8": 50538, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b8b2daf9eac0355bf5fb0637def6d7fc50c47c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_5.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_5", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.34, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b8b2daf9eac0355bf5fb0637def6d7fc50c47c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_5.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_5", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.34, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09f5931ece42b73eaf5608a8a835cddd45958865 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-059e-7220-b9fe-613a3cc8eda2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c47e8ce3c5122b8bba18a8f4a019f1a85d99269d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-059e-7220-b9fe-613a3cc8eda2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e61afe71408374f3f9931d72a9de2edf2e5296ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-156b-7221-92cd-705ce74ebd43"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bd1ccf8e65ba0c53c1c010d104c38917d305848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-156b-7221-92cd-705ce74ebd43"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5a4245072a68f3cb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2be84acfe7581cab5ce1f048ccdaf13b2ff57886 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:12.416238+00:00", + "ended_at": "2026-05-19T16:25:16.130634+00:00", + "elapsed_ms": 3714.33, + "returncode": 1, + "prompt_metrics": { + "chars": 50871, + "bytes_utf8": 50871, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7eb67a52ce3b1689331027fb362614ced54bf3ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/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": "2026-05-19T16:25:17.137318+00:00", + "ended_at": "2026-05-19T16:25:20.714379+00:00", + "elapsed_ms": 3576.99, + "returncode": 1, + "prompt_metrics": { + "chars": 50871, + "bytes_utf8": 50871, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54ed49cf02962af74d5cc25f8911865799c3f180 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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Focus on group_col=feature_116, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_116", + "condition_col": "target", + "condition_value": "0.2", + "positive_value": "0.2", + "negative_value": "0.03", + "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": 0.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..54ed49cf02962af74d5cc25f8911865799c3f180 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_116, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_116", + "condition_col": "target", + "condition_value": "0.2", + "positive_value": "0.2", + "negative_value": "0.03", + "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": 0.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b9ebaef30f08668d3e3edf57dac5a6216ffaee7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-3d47-7c93-9ebe-5717526b1c30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..598635ee1e6ec34ce913db7c749cc2698e854fd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-3d47-7c93-9ebe-5717526b1c30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c89f9ab753eb0640149a0d03220ca4c9ee9cb9e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4fb1-7552-bfe1-0d85af5bd478"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf80f756702f958162de055be40f1bfb42e75317 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-4fb1-7552-bfe1-0d85af5bd478"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5be6c80aee40abf8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c3230731c3e767f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c3230731c3e767f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14ecaebef11949f0e4fe2e6cce8a78829ce17b69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c3230731c3e767f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-c96b-73d0-bfc7-f2f7b3f47e28"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53473154431f05db61126f719e8080f3b20a045f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:38.582641+00:00", + "ended_at": "2026-05-19T16:14:41.920809+00:00", + "elapsed_ms": 3338.14, + "returncode": 1, + "prompt_metrics": { + "chars": 51436, + "bytes_utf8": 51436, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9935665e9e6094a8314389304a34ac33538e25bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/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": "2026-05-19T16:14:42.925259+00:00", + "ended_at": "2026-05-19T16:14:46.796285+00:00", + "elapsed_ms": 3870.99, + "returncode": 1, + "prompt_metrics": { + "chars": 51436, + "bytes_utf8": 51436, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..815c1d8b3a482b80d444299fc89f1f3959dcb38a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_5, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_5", + "condition_col": "target", + "condition_value": "0.2", + "positive_value": "0.2", + "negative_value": "0.03", + "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": 0.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..815c1d8b3a482b80d444299fc89f1f3959dcb38a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_5, condition_col=target.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_5", + "condition_col": "target", + "condition_value": "0.2", + "positive_value": "0.2", + "negative_value": "0.03", + "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": 0.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e2116969d7eb21bc3dbe1aa78d944358668f5bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-912f-7082-af09-317012992fd3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..edea1ed77353fdd7dc8049bf413f311ec246f97b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-912f-7082-af09-317012992fd3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0762556717c11aba9185b7ce51c6e79a2c003f6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-a205-7330-a645-52ae873482d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbe323b1fc24b043e241f997afec33be59a40203 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-a205-7330-a645-52ae873482d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c89fe124b0179a4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/conversation.jsonl new file mode 100644 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"estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 27979, "cached_input_tokens": 12032, "output_tokens": 607, "reasoning_output_tokens": 494}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3044eb98e7d54d622488893f0d351d578efb1b12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n4", + "model": "v2-cli:codex", + "run_id": "v2q_n4_5c94391d1a029ab2", + "api_calls": 0, + "input_tokens": 27979, + "cached_input_tokens": 12032, + "output_tokens": 607, + "total_tokens": 28586, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18050.62, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..90a076328072f4eae743508868ea92a0d21428a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:01.883109+00:00", + "ended_at": "2026-05-19T16:08:05.259890+00:00", + "elapsed_ms": 3376.75, + "returncode": 1, + "prompt_metrics": { + "chars": 50636, + "bytes_utf8": 50636, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89cfcff217a75272ddcff6678bd7919d8a4f09f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:06.262418+00:00", + "ended_at": "2026-05-19T16:08:20.936317+00:00", + "elapsed_ms": 14673.87, + "prompt_metrics": { + "chars": 50636, + "bytes_utf8": 50636, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 763, + "bytes_utf8": 763, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 27979, + "cached_input_tokens": 12032, + "output_tokens": 607, + "reasoning_output_tokens": 494 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8472d04b70c97592884cf2e278c7579407a42b23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_116, measure_col=feature_5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_5", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8472d04b70c97592884cf2e278c7579407a42b23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_116, measure_col=feature_5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_5", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.92, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22e1ac533bfe32e8beff37b1c5ed7f5fe1b4fd1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-834f-7b13-8f12-f31a73f70890"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5e580ee2366cc76ca96ed129ae5656a49f0ad8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-834f-7b13-8f12-f31a73f70890"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e86edb3ca7581ad0b663207fc705efc2f199b3c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-946f-7093-8891-ea6aab240319"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_116\\\",\\n SUM(CAST(NULLIF(\\\"feature_5\\\", '') AS REAL)) AS total_measure\\nFROM \\\"n4\\\"\\nGROUP BY \\\"feature_116\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"feature_116\\\" and measure_col=\\\"feature_5\\\". Applied NULLIF+CAST because the SQLite schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":27979,"cached_input_tokens":12032,"output_tokens":607,"reasoning_output_tokens":494}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d53edaeda50ac87b202d8abc98b6f2d930ae09e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"feature_116\",\n SUM(CAST(NULLIF(\"feature_5\", '') AS REAL)) AS total_measure\nFROM \"n4\"\nGROUP BY \"feature_116\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"feature_116\" and measure_col=\"feature_5\". Applied NULLIF+CAST because the SQLite schema stores these numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_5c94391d1a029ab2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b4b3d1474942ad3ad8b188f8b4b55965856b1a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:05.986049+00:00", + "ended_at": "2026-05-19T16:28:09.303449+00:00", + "elapsed_ms": 3317.35, + "returncode": 1, + "prompt_metrics": { + "chars": 50619, + "bytes_utf8": 50619, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be0ca0bf08041a88e87bf644d67805de86a0b149 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/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": "2026-05-19T16:28:10.308603+00:00", + "ended_at": "2026-05-19T16:28:13.846729+00:00", + "elapsed_ms": 3538.06, + "returncode": 1, + "prompt_metrics": { + "chars": 50619, + "bytes_utf8": 50619, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5a17e1cb2ee70c5eedc7dc8cb56b1283089df15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_76.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_76", + "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": 0.04, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5a17e1cb2ee70c5eedc7dc8cb56b1283089df15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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Focus on group_col=feature_76.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_76", + "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": 0.04, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0ab647da42d5618f29aa215b1eb49e9b384f59a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e358-7b51-ba09-81252470b71a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f7b2485b30c39af30ca52eab0728cebfe59c15e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e358-7b51-ba09-81252470b71a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aeb5615953bc10c3f5f77eb4f797cc66a170bb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f41e-7190-a9ac-bf1ae187d9a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5765c73c8aa068d7d0324a3bbc1825c58a888d19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f41e-7190-a9ac-bf1ae187d9a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_616b07ca24520ff2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b36ec426cab1bcab2d0be5305863f2af65cfd71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:21.736079+00:00", + "ended_at": "2026-05-19T16:28:25.202672+00:00", + "elapsed_ms": 3466.56, + "returncode": 1, + "prompt_metrics": { + "chars": 50621, + "bytes_utf8": 50621, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44b7f3a5690b449b6fbb65c67012c3319e8ca6a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:26.205710+00:00", + "ended_at": "2026-05-19T16:28:29.545340+00:00", + "elapsed_ms": 3339.58, + "returncode": 1, + "prompt_metrics": { + "chars": 50621, + "bytes_utf8": 50621, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15815aca4eb5dbdf99f5aefd02f5f2416d3e7fd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_104.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_104", + "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": 0.85, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..15815aca4eb5dbdf99f5aefd02f5f2416d3e7fd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_104.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_104", + "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": 0.85, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7809f3b7b75150c385da3d64f31432f14239ec13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-20e6-7e11-b237-bd9ae89da6c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b8a8a7685788353be8c41e083b6d18df6ea10bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-20e6-7e11-b237-bd9ae89da6c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fca9ca94e2dd2ddb1c9631809fa9aa0dc4f25d1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-324c-75c0-ae95-808fa5da7dec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4d3802a7ced1c75d0e5320c9b7e872334276c84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-324c-75c0-ae95-808fa5da7dec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_61ef6a495de89cb4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd59ca04bad75516d235cb05673decf982d16fe8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:21.889498+00:00", + "ended_at": "2026-05-19T16:10:26.749143+00:00", + "elapsed_ms": 4859.62, + "returncode": 1, + "prompt_metrics": { + "chars": 50541, + "bytes_utf8": 50541, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a27a4cd0149a5062bec84477053c8b64d38f465 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/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": "2026-05-19T16:10:27.751583+00:00", + "ended_at": "2026-05-19T16:10:30.837200+00:00", + "elapsed_ms": 3085.59, + "returncode": 1, + "prompt_metrics": { + "chars": 50541, + "bytes_utf8": 50541, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e595b8cf119d240b02f3e2d72092881d4d55ce6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_116.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_116", + "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": 0.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e595b8cf119d240b02f3e2d72092881d4d55ce6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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Focus on group_col=feature_116.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_116", + "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": 0.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..157f80e9410e454435277d16d22a2f6d8d92ba85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a64e-7b93-91ca-911b3951ebee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cd891c857c52b0009b2e1e019879646fb772fb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a64e-7b93-91ca-911b3951ebee"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..184be9204d50c04b5fe567e3f38b8dae4cfd30c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-bd1f-7873-97dd-e2f098c90686"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..122f0800b19d558849abffe438cbcabcff659cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-bd1f-7873-97dd-e2f098c90686"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_6329d09833e33818/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe4bfad80a6cd62546efca37769137e6d66cbfa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:36.912431+00:00", + "ended_at": "2026-05-19T16:15:40.176977+00:00", + "elapsed_ms": 3264.52, + "returncode": 1, + "prompt_metrics": { + "chars": 50947, + "bytes_utf8": 50947, + "lines": 1636, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82de2a846ac49e29d553b5eab278209d57b7a3ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/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": "2026-05-19T16:15:41.181374+00:00", + "ended_at": "2026-05-19T16:15:44.241667+00:00", + "elapsed_ms": 3060.25, + "returncode": 1, + "prompt_metrics": { + "chars": 50947, + "bytes_utf8": 50947, + "lines": 1636, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f6ad4555a66cb5b566eed6463a8dedf2058cb1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1636 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 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"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": "n4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_76, group_col_2=feature_125.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_76", + "group_col_2": "feature_125", + "predicate_col": "feature_54", + "predicate_op": ">=", + "predicate_value": 0.7, + "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": 0.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f6ad4555a66cb5b566eed6463a8dedf2058cb1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1636 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_76, group_col_2=feature_125.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_76", + "group_col_2": "feature_125", + "predicate_col": "feature_54", + "predicate_op": ">=", + "predicate_value": 0.7, + "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": 0.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d70fd12369dc621b2b67bb235f00e61a423f5b63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-74cd-7272-a4bb-61766058cc50"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f5d42470e726eac3b7a7ec7b70c243246348181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-74cd-7272-a4bb-61766058cc50"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1043104b82bf25d2f0a254bac5aa5c4d0d4bdef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-856d-7550-a27a-e01c9e733cc8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..667197182097a6e0c881f04daff83e60920102a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-856d-7550-a27a-e01c9e733cc8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_66ed5ab441b50bfd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e82fd1153688bc9e33d88f1605bf45ca47a715e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:05.241561+00:00", + "ended_at": "2026-05-19T16:14:08.560856+00:00", + "elapsed_ms": 3319.27, + "returncode": 1, + "prompt_metrics": { + "chars": 51448, + "bytes_utf8": 51448, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e010d3b5d1dd64d957a4796c3c0a7b059a2eaba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/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": "2026-05-19T16:14:09.565459+00:00", + "ended_at": "2026-05-19T16:14:12.653863+00:00", + "elapsed_ms": 3088.36, + "returncode": 1, + "prompt_metrics": { + "chars": 51448, + "bytes_utf8": 51448, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e32d2fb70503e0f6743d5ec03105f6a06f0b2b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_104, condition_col=feature_125.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_104", + "condition_col": "feature_125", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.38, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e32d2fb70503e0f6743d5ec03105f6a06f0b2b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_104, condition_col=feature_125.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_104", + "condition_col": "feature_125", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.38, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfa77f011b0f70faa220549d06703b927dfa81ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0eb3-7411-be7f-9e8f241cfaac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87773d70324f1df7ff12dab20ef8c2d26f9581c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0eb3-7411-be7f-9e8f241cfaac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd7b1e5a57a40b10b485ec9b603538e6bc19aefc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1fc8-7730-b294-b1de7d1c76fe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6db2938caf8e94d5c60f33a35699390de6c9af3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1fc8-7730-b294-b1de7d1c76fe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_687d0b99a7da7aef/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e96552055b22acdf8aeb15802468352ee6b2a9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:02.673810+00:00", + "ended_at": "2026-05-19T16:09:05.669674+00:00", + "elapsed_ms": 2995.83, + "returncode": 1, + "prompt_metrics": { + "chars": 50630, + "bytes_utf8": 50630, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d7e4d6359df979241c350838bf4742f57d3bb3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/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": "2026-05-19T16:09:06.674269+00:00", + "ended_at": "2026-05-19T16:09:09.656478+00:00", + "elapsed_ms": 2982.16, + "returncode": 1, + "prompt_metrics": { + "chars": 50630, + "bytes_utf8": 50630, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8942270334374f0bfd74b376226d97d6931e85c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_5, measure_col=feature_8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_8", + "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": 0.23, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8942270334374f0bfd74b376226d97d6931e85c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_5, measure_col=feature_8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_8", + "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": 0.23, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da066432d037cfb752ef0974e27e04e63bc9e242 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-70d9-74a1-996d-6fc1b19e7182"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd23bded730b63a413d822ca19e1f4a734fa228c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-70d9-74a1-996d-6fc1b19e7182"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac2d43559ef814971ccc47e9e3e5b0e87a456e61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8082-73f0-a208-749fe8929c27"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed5f669c2d9bce4ba03ffa6be73df868c15e86d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-8082-73f0-a208-749fe8929c27"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_728727e5c1a65da4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa6cb422dfb18130394d26cd5aa1018ebddf046d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:11.540802+00:00", + "ended_at": "2026-05-19T16:12:14.673932+00:00", + "elapsed_ms": 3133.11, + "returncode": 1, + "prompt_metrics": { + "chars": 51047, + "bytes_utf8": 51047, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5df2b0c3664d71215ead647496dce992b46c69f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/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": "2026-05-19T16:12:15.676453+00:00", + "ended_at": "2026-05-19T16:12:18.987473+00:00", + "elapsed_ms": 3310.99, + "returncode": 1, + "prompt_metrics": { + "chars": 51047, + "bytes_utf8": 51047, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58d23b1480e4ed8e7bc5382138c7a244c79ebaf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_117, measure_col=feature_30.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_30", + "item_col": "feature_31", + "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": 0.4364, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..58d23b1480e4ed8e7bc5382138c7a244c79ebaf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_117, measure_col=feature_30.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_30", + "item_col": "feature_31", + "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": 0.4364, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a74e7af0d6899492e1e422e7eff03d5507d9918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-528a-7dd1-92ad-0309703be91d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33a0c0537394ccd5843cf0006d665c28d5f3daca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-528a-7dd1-92ad-0309703be91d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4da4b7a517ae96b5ab2b44672c0d904e884e5e7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-62c3-7f02-bded-f6107ff14e7f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6d9b0848ed66cc57bcca8730ccab905988e181e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-62c3-7f02-bded-f6107ff14e7f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_74105e46e3811ead/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..837b65b89c6e57f91d8a88057331d6bc50b5b83a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:30.106845+00:00", + "ended_at": "2026-05-19T16:25:33.294144+00:00", + "elapsed_ms": 3187.26, + "returncode": 1, + "prompt_metrics": { + "chars": 50890, + "bytes_utf8": 50890, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..395c77b83740624b97b60f4a625b833c14209da3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/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": "2026-05-19T16:25:34.297806+00:00", + "ended_at": "2026-05-19T16:25:37.824953+00:00", + "elapsed_ms": 3527.08, + "returncode": 1, + "prompt_metrics": { + "chars": 50890, + "bytes_utf8": 50890, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f90f60da69f9d508038b195222ef70cf71b2278 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_117, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_117", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f90f60da69f9d508038b195222ef70cf71b2278 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_117, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_117", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c6fdd51fd1cd86efa221f8bb4497c523dd65a5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-8271-7af0-9c67-161d03a13763"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fe485e0dc85af25d4988ab654c09d7176e92f6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-8271-7af0-9c67-161d03a13763"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d64a10a35f09c35f908ed1adaea8d29f8f7d1492 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-92e4-7162-a8e6-ed48c94f4413"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dc7f922761a2816ed908e42974141ea998199ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-92e4-7162-a8e6-ed48c94f4413"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_77d7150bdfbbeb89/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..08333986faba72e7838238ef0526b4287bd046dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:19.252624+00:00", + "ended_at": "2026-05-19T16:19:22.272685+00:00", + "elapsed_ms": 3020.03, + "returncode": 1, + "prompt_metrics": { + "chars": 51194, + "bytes_utf8": 51194, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e3f52dacf4f5ecd9398af3d942b9bf20fa11f0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/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": "2026-05-19T16:19:23.276570+00:00", + "ended_at": "2026-05-19T16:19:26.530508+00:00", + "elapsed_ms": 3253.89, + "returncode": 1, + "prompt_metrics": { + "chars": 51194, + "bytes_utf8": 51194, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a61948b84edb5833d120557896f4cba90572630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_125, measure_col=feature_79.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_79", + "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": 0.6448, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a61948b84edb5833d120557896f4cba90572630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_125, measure_col=feature_79.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_79", + "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": 0.6448, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c7d534b712b1ea2db90dc9b1cee04ad689c233a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-d949-7a12-b5e0-02e880232ba9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a6de46bd4241911e9c109d2f3e6c31a04369ddc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-d949-7a12-b5e0-02e880232ba9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c497e9949fc09f4e1f59430a1026fecd333d497c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-e922-7d60-b3e4-cd1cba8d1dc0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca5142600d4bab23d0d7774c8c3547c7ef36a2f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-e922-7d60-b3e4-cd1cba8d1dc0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_78600f760d78150a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f94847d3635e368d4158f0d17723242eeafd5a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:52.498815+00:00", + "ended_at": "2026-05-19T16:15:55.720324+00:00", + "elapsed_ms": 3221.48, + "returncode": 1, + "prompt_metrics": { + "chars": 50950, + "bytes_utf8": 50950, + "lines": 1636, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..34a4fe6a4b6ead91d956d76fe71b8e5eefa44423 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/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": "2026-05-19T16:15:56.723186+00:00", + "ended_at": "2026-05-19T16:16:02.608284+00:00", + "elapsed_ms": 5885.06, + "returncode": 1, + "prompt_metrics": { + "chars": 50950, + "bytes_utf8": 50950, + "lines": 1636, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12de0c098b09f89be900f9c812c7f1ffca5222de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1636 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_104, group_col_2=feature_117.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_104", + "group_col_2": "feature_117", + "predicate_col": "feature_56", + "predicate_op": ">=", + "predicate_value": 0.13, + "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": 0.03, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..12de0c098b09f89be900f9c812c7f1ffca5222de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1636 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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 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"feature_49": "0.65", + "feature_50": "0.54", + "feature_51": "0.83", + "feature_52": "0.65", + "feature_53": "0.85", + "feature_54": "0.86", + "feature_55": "0.03", + "feature_56": "0.33", + "feature_57": "0.02", + "feature_58": "0.11", + "feature_59": "0.2", + "feature_60": "0.3", + "feature_61": "0.31", + "feature_62": "0.05", + "feature_63": "0.08", + "feature_64": "0.11", + "feature_65": "0.11", + "feature_66": "0.81", + "feature_67": "0.08", + "feature_68": "0.56", + "feature_69": "0.62", + "feature_70": "0.85", + "feature_71": "0.77", + "feature_72": "1", + "feature_73": "0.94", + "feature_74": "0.12", + "feature_75": "0.01", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.97", + "feature_79": "0.96", + "feature_80": "0.6", + "feature_81": "0.47", + "feature_82": "0.52", + "feature_83": "0.11", + "feature_84": "0.11", + "feature_85": "0.24", + "feature_86": "0.21", + "feature_87": "0.19", + "feature_88": "0.75", + "feature_89": "0.7", + "feature_90": "0.77", + "feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_104, group_col_2=feature_117.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_104", + "group_col_2": "feature_117", + "predicate_col": "feature_56", + "predicate_op": ">=", + "predicate_value": 0.13, + "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": 0.03, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..784844c22c7e26557554b1cc8f6da934a0390c32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b1b6-7ae3-94a7-6850ed2305a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aff862707207cfe1b86438dbeda9682aefc1c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-b1b6-7ae3-94a7-6850ed2305a5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da5d3ef909d11baac4b6aa0985698f53f99d5edd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c25f-7f90-bb2a-8be1158e9cf7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..02aa3bfeebf40f949afe640cbe38786d5ffd8c54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-c25f-7f90-bb2a-8be1158e9cf7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7a71a60c4ed7dfd2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fec1b575cd1d9f1d403438c13b065b4709c58a48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:13.476650+00:00", + "ended_at": "2026-05-19T16:23:17.014929+00:00", + "elapsed_ms": 3538.23, + "returncode": 1, + "prompt_metrics": { + "chars": 50813, + "bytes_utf8": 50813, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5687986b33ce83399780deadfde8660418f83fac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/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": "2026-05-19T16:23:18.018544+00:00", + "ended_at": "2026-05-19T16:23:21.636365+00:00", + "elapsed_ms": 3617.76, + "returncode": 1, + "prompt_metrics": { + "chars": 50813, + "bytes_utf8": 50813, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a7d2738d1e2d7fe5040969747c27edfe32553ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_5, measure_col=feature_92.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_92", + "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": 0.4064, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a7d2738d1e2d7fe5040969747c27edfe32553ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_5, measure_col=feature_92.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_92", + "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": 0.4064, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d316f56035863f2e6a12c8b8d3a209c0c34228d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-6cc3-7090-843e-39c2acf568be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3093ac9d8fe4cfde99f5e49b03514a768acea097 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-6cc3-7090-843e-39c2acf568be"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aff4acb27df2d9d057b901b54af11cc69c9c1781 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-7e8f-76d0-8485-0e56d21dd236"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66f9b58abe9cbf1993c18d9b54840ba43ceb65a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-7e8f-76d0-8485-0e56d21dd236"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7b4256e432fb642a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd7cec08a91673b5943556bcf3b95274dd2e1457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:37.110170+00:00", + "ended_at": "2026-05-19T16:20:45.693200+00:00", + "elapsed_ms": 8583.0, + "returncode": 1, + "prompt_metrics": { + "chars": 51194, + "bytes_utf8": 51194, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d7384f30b2011b17c6e64a4599054742595fd78d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/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": "2026-05-19T16:20:46.695733+00:00", + "ended_at": "2026-05-19T16:20:49.749717+00:00", + "elapsed_ms": 3053.96, + "returncode": 1, + "prompt_metrics": { + "chars": 51194, + "bytes_utf8": 51194, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..464be41036d877e5ddeb90528d2747eec262d810 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_116, measure_col=feature_83.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_83", + "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": 0.1076, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..464be41036d877e5ddeb90528d2747eec262d810 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_116, measure_col=feature_83.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_83", + "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": 0.1076, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8526a1ea7ec870cb3ee765169bb195d649c0b6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-099c-7181-a42a-36b4362bce99"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a203617a8e2717f106b8090b8bed128a694d1a11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-099c-7181-a42a-36b4362bce99"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85b290689c0e3bc40aeb00909778e2808916a348 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-2ee6-7233-85d8-c01b9cf19b32"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c132c8cd383fa6a4075103747ebba99f950af4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-2ee6-7233-85d8-c01b9cf19b32"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_7d1e65c9447e9b51/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..870b57498bb6311b9a5fd39913be271ab4bab1b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:27.413680+00:00", + "ended_at": "2026-05-19T16:14:33.209960+00:00", + "elapsed_ms": 5796.25, + "returncode": 1, + "prompt_metrics": { + "chars": 51447, + "bytes_utf8": 51447, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb5487d3a99eb2a7e75a536caec294b9f5bb94e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/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": "2026-05-19T16:14:34.213172+00:00", + "ended_at": "2026-05-19T16:14:38.577142+00:00", + "elapsed_ms": 4363.94, + "returncode": 1, + "prompt_metrics": { + "chars": 51447, + "bytes_utf8": 51447, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d99a43557022208ed26eb55dfdac17c8d3af65a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_125, condition_col=feature_125.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_125", + "condition_col": "feature_125", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.71, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d99a43557022208ed26eb55dfdac17c8d3af65a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_125, condition_col=feature_125.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_125", + "condition_col": "feature_125", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.71, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b1607a44742efd20979bd729554e9a3b7a1c697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-654a-7622-a72b-c0560785d584"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e64cc9714718e7ea8c3a48a1262f34cb3aa8aaf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-654a-7622-a72b-c0560785d584"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1d794da5054c38ec99ff77ff3c2e1229607e7ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8009-7133-86ad-4ff48959b5e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb3fd85e38494817443f3072e39dd4f302891d1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8009-7133-86ad-4ff48959b5e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8112f4f10a5aab86/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f6882364eb83c2f6746836041f19c064317bf01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:37.530682+00:00", + "ended_at": "2026-05-19T16:28:41.039792+00:00", + "elapsed_ms": 3509.07, + "returncode": 1, + "prompt_metrics": { + "chars": 50621, + "bytes_utf8": 50621, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6e38fa8a22cfa33dea15ce134a3c6c847e32c95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:42.043606+00:00", + "ended_at": "2026-05-19T16:28:45.683683+00:00", + "elapsed_ms": 3640.02, + "returncode": 1, + "prompt_metrics": { + "chars": 50621, + "bytes_utf8": 50621, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd0efd8297f9d2e5bbbd214fbe37fd76f5723e54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_116.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_116", + "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": 0.75, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd0efd8297f9d2e5bbbd214fbe37fd76f5723e54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_116.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_116", + "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": 0.75, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e26781a49ceb1ddaed3639818d7167648fc9a5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-5e79-7390-87d8-da8039abc73c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0df598bad1682f5758814c825109be82b9a9bcab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-5e79-7390-87d8-da8039abc73c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc2ddb18996235046c45a54f2076b4c6f5b36c40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-7023-7083-88e0-898558283ba2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c295626d7a3c8c05ac4e0ef33697a608c26a1c24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-7023-7083-88e0-898558283ba2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_816c271d370d8ea0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44e69fa72a96f6e8c74fa61a7449bb57765c8ec9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:58.000725+00:00", + "ended_at": "2026-05-19T16:14:01.331621+00:00", + "elapsed_ms": 3330.87, + "returncode": 1, + "prompt_metrics": { + "chars": 51443, + "bytes_utf8": 51443, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..365184b11ee5caef566ddf35cb1d89b11753e548 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/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": "2026-05-19T16:14:02.335700+00:00", + "ended_at": "2026-05-19T16:14:05.236563+00:00", + "elapsed_ms": 2900.82, + "returncode": 1, + "prompt_metrics": { + "chars": 51443, + "bytes_utf8": 51443, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b1a02af7dbfeb74d731551715f20a049e4c2faa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_76, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_76", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.66, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b1a02af7dbfeb74d731551715f20a049e4c2faa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_76, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "feature_76", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.66, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..001b7e5d81e1e28ffcbe261f64ecaf6319cbb38f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-f261-7793-9a02-8bfb7a7e1fe8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7506ffae8fe4f34b8470c3603b67bbb6a9a13a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-f261-7793-9a02-8bfb7a7e1fe8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..996a9e11f3dfcad745e014c77fda1ed1291cfa33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0376-7551-a3d6-fb8b9a1d258c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c5f3881f8ba23009978a31075182fe1de485614 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0376-7551-a3d6-fb8b9a1d258c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_86245e93eeb7b127/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ed8e4a5d36fe5941f486fe766837989e277e8af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:46.090101+00:00", + "ended_at": "2026-05-19T16:25:50.916735+00:00", + "elapsed_ms": 4826.59, + "returncode": 1, + "prompt_metrics": { + "chars": 50878, + "bytes_utf8": 50878, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fc62abd07cc7b02b73bca3b443f8c51744c3b49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/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": "2026-05-19T16:25:51.920445+00:00", + "ended_at": "2026-05-19T16:25:55.673680+00:00", + "elapsed_ms": 3753.19, + "returncode": 1, + "prompt_metrics": { + "chars": 50878, + "bytes_utf8": 50878, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..459d80efb172e8820d1ba11f620b4801d0ec1b7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_125, condition_col=feature_125.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_125", + "condition_col": "feature_125", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..459d80efb172e8820d1ba11f620b4801d0ec1b7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_125, condition_col=feature_125.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_125", + "condition_col": "feature_125", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cbdc4cec6c99f77d0cfc83e7bf8eda9df714eac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-c0c4-7663-a587-ec81effd6034"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aa6aa160dd6296bc4c1493551507086f19f39df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-c0c4-7663-a587-ec81effd6034"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..224913f98222e42e14d1140bdf4fe31132571429 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-d79d-78f3-b491-8e8037eb343a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5218e520c125d181a4fed1a7388a818c8a44b93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-d79d-78f3-b491-8e8037eb343a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_898641be7989e149/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b459bd3fcb2cd3519753dc2c80dc156d2b7e07a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:21.648124+00:00", + "ended_at": "2026-05-19T16:23:26.302376+00:00", + "elapsed_ms": 4654.2, + "returncode": 1, + "prompt_metrics": { + "chars": 50811, + "bytes_utf8": 50811, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b4e695a5361d434963fc4d941453f6f5e34eee99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/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": "2026-05-19T16:23:27.307618+00:00", + "ended_at": "2026-05-19T16:23:30.729888+00:00", + "elapsed_ms": 3422.2, + "returncode": 1, + "prompt_metrics": { + "chars": 50811, + "bytes_utf8": 50811, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdb5a423002ce34edf15f71c6ffd576d381f5d40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_76, measure_col=feature_93.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_93", + "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": 0.46, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdb5a423002ce34edf15f71c6ffd576d381f5d40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_76, measure_col=feature_93.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_93", + "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": 0.46, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..044adebeddf6c8e10da4c44137de73e56a3ff2a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-8c97-72f3-be12-98b3a9c01f87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cae7a7c265becfaf6e03f73f70dc2cf072bd42d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-8c97-72f3-be12-98b3a9c01f87"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29d7313f077219a5968a11eeda533cc03ed0a7e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-a2ae-74d0-ab5d-84f8640563b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a872074e711de885f0a49399b11ad315a2e568f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-a2ae-74d0-ab5d-84f8640563b6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_8b9225982cd2bdfc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23057ba560a223a70d40f877323f2f164afa6795 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:43.049832+00:00", + "ended_at": "2026-05-19T16:24:46.380041+00:00", + "elapsed_ms": 3330.16, + "returncode": 1, + "prompt_metrics": { + "chars": 50879, + "bytes_utf8": 50879, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a9df221abcb07752c4e5acfdf4d332373fa04d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/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": "2026-05-19T16:24:47.384358+00:00", + "ended_at": "2026-05-19T16:24:55.416130+00:00", + "elapsed_ms": 8031.71, + "returncode": 1, + "prompt_metrics": { + "chars": 50879, + "bytes_utf8": 50879, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..836361fbdf9c9e0230428538e0405e762125f9d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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Focus on group_col=feature_76, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_76", + "condition_col": "feature_76", + "condition_value": "0", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.61, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..836361fbdf9c9e0230428538e0405e762125f9d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=feature_76, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_76", + "condition_col": "feature_76", + "condition_value": "0", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.61, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a25fa02eec8aabbc2f0e848086ea85f6686ff94b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-cab6-79b3-8a78-fa73b8d9f350"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ed59337bc12695621e4c488ccb4a29bf3aeda5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-cab6-79b3-8a78-fa73b8d9f350"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0231dfb45ddcedefce62085a95fb5a9644f2d4b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-db9c-7fd1-9541-3bde9eadc88b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd49f374f30a349dd4e521a7aec55cc51bf59959 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-db9c-7fd1-9541-3bde9eadc88b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_90545b2670b14e27/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51a0127d5004a2d22051f810df44abd77d484768 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 50631, "bytes_utf8": 50631, "lines": 1632, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 50631, "bytes_utf8": 50631, "lines": 1632, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 27979, "cached_input_tokens": 27008, "output_tokens": 644, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44e53c2960437ab83c276afd02827d52b96caff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n4", + "model": "v2-cli:codex", + "run_id": "v2q_n4_91bff9d37bdaf540", + "api_calls": 0, + "input_tokens": 27979, + "cached_input_tokens": 27008, + "output_tokens": 644, + "total_tokens": 28623, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17012.12, + "sql_execution_elapsed_ms_total": 2.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5dca2efad4071c91691bd2ab5e99edf8d7fe1c70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:20.097640+00:00", + "ended_at": "2026-05-19T16:09:23.370297+00:00", + "elapsed_ms": 3272.63, + "returncode": 1, + "prompt_metrics": { + "chars": 50631, + "bytes_utf8": 50631, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..529073c16235bfe8a1c1e9c9940412203c6c271f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:24.372728+00:00", + "ended_at": "2026-05-19T16:09:38.112254+00:00", + "elapsed_ms": 13739.49, + "prompt_metrics": { + "chars": 50631, + "bytes_utf8": 50631, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 809, + "bytes_utf8": 809, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 441, + "bytes_utf8": 441, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 27979, + "cached_input_tokens": 27008, + "output_tokens": 644, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c98bdbcb1f485655e9664963ef32c852fb10ecb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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+ }, + { + "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": "feature_52", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_53", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_54", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_55", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_56", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_57", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_58", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_59", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_60", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": 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"feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_76, measure_col=feature_9.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_9", + "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": 0.94, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c98bdbcb1f485655e9664963ef32c852fb10ecb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.31", + "feature_92": "0.48", + "feature_93": "0.39", + "feature_94": "0.28", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.14", + "feature_98": "0.49", + "feature_99": "0.54", + "feature_100": "0.67", + "feature_101": "0.56", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.01", + "feature_120": "0.21", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.43" + }, + { + "feature_1": "34", + "feature_2": "5", + "feature_3": "81440", + "feature_4": "Willingborotownship", + "feature_5": "1", + "feature_6": "0.04", + "feature_7": "0.77", + "feature_8": "1", + "feature_9": "0.08", + "feature_10": "0.12", + "feature_11": "0.1", + "feature_12": "0.51", + "feature_13": "0.5", + "feature_14": "0.34", + "feature_15": "0.21", + "feature_16": "0.06", + "feature_17": "1", + "feature_18": "0.58", + "feature_19": "0.89", + "feature_20": "0.21", + "feature_21": "0.43", + "feature_22": "0.36", + "feature_23": "0.2", + "feature_24": "0.82", + "feature_25": "0.51", + "feature_26": "0.36", + "feature_27": "0.4", + "feature_28": "0.39", + "feature_29": "0.16", + "feature_30": "0.25", + "feature_31": "0.36", + "feature_32": "0.44", + "feature_33": "0.01", + "feature_34": "0.1", + "feature_35": "0.09", + "feature_36": "0.25", + "feature_37": "0.31", + "feature_38": "0.33", + "feature_39": "0.71", + "feature_40": "0.36", + "feature_41": "0.45", + "feature_42": "0.37", + "feature_43": "0.39", + "feature_44": "0.34", + "feature_45": "0.45", + "feature_46": "0.49", + "feature_47": "0.44", + "feature_48": "0.75", + "feature_49": "0.65", + "feature_50": "0.54", + "feature_51": "0.83", + "feature_52": "0.65", + "feature_53": "0.85", + "feature_54": "0.86", + "feature_55": "0.03", + "feature_56": "0.33", + "feature_57": "0.02", + "feature_58": "0.11", + "feature_59": "0.2", + "feature_60": "0.3", + "feature_61": "0.31", + "feature_62": "0.05", + "feature_63": "0.08", + "feature_64": "0.11", + "feature_65": "0.11", + "feature_66": "0.81", + "feature_67": "0.08", + "feature_68": "0.56", + "feature_69": "0.62", + "feature_70": "0.85", + "feature_71": "0.77", + "feature_72": "1", + "feature_73": "0.94", + "feature_74": "0.12", + "feature_75": "0.01", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.97", + "feature_79": "0.96", + "feature_80": "0.6", + "feature_81": "0.47", + "feature_82": "0.52", + "feature_83": "0.11", + "feature_84": "0.11", + "feature_85": "0.24", + "feature_86": "0.21", + "feature_87": "0.19", + "feature_88": "0.75", + "feature_89": "0.7", + "feature_90": "0.77", + "feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_76, measure_col=feature_9.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_9", + "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": 0.94, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5ccd9ce7c94fa3f06b674e743cd8ce1b2a1bfb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-b4d8-74c1-94af-e8c35e9bdf30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0546ace865dfd3bf96dcd8cbadccdccc3a329158 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-b4d8-74c1-94af-e8c35e9bdf30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd980e1908c1d2c8b15c51868e0d57b1310c3cfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-c5aa-7ae2-a5aa-7301611c5676"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_76\\\",\\n SUM(CAST(NULLIF(\\\"feature_9\\\", '') AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n4\\\"\\nGROUP BY \\\"feature_76\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped numeric sum template with \\\"feature_76\\\" as group_col and \\\"feature_9\\\" as measure_col. \\\"feature_9\\\" is cast from TEXT to REAL, and empty strings are treated as NULL so they are ignored by SUM.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":27979,"cached_input_tokens":27008,"output_tokens":644,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff3a1146c6e214b49ea0c323e7f4dbd13681c4c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"feature_76\",\n SUM(CAST(NULLIF(\"feature_9\", '') AS REAL)) AS \"total_measure\"\nFROM \"n4\"\nGROUP BY \"feature_76\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the planned grouped numeric sum template with \"feature_76\" as group_col and \"feature_9\" as measure_col. \"feature_9\" is cast from TEXT to REAL, and empty strings are treated as NULL so they are ignored by SUM."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_91bff9d37bdaf540/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23a9d726ce70770c2558563f2ab9e27f1989366b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:37.832643+00:00", + "ended_at": "2026-05-19T16:25:41.035734+00:00", + "elapsed_ms": 3203.05, + "returncode": 1, + "prompt_metrics": { + "chars": 50885, + "bytes_utf8": 50885, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e13b7c5f6b08b429e5f3e65c1140c4ee03d37b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/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": "2026-05-19T16:25:42.040275+00:00", + "ended_at": "2026-05-19T16:25:46.082985+00:00", + "elapsed_ms": 4042.47, + "returncode": 1, + "prompt_metrics": { + "chars": 50885, + "bytes_utf8": 50885, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fc7ff0b9c19a36bf688812003ef53f02cb6876e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_117, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_117", + "condition_col": "feature_76", + "condition_value": "0", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fc7ff0b9c19a36bf688812003ef53f02cb6876e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_117, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_117", + "condition_col": "feature_76", + "condition_value": "0", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..129942c06464252f4032f103de6ac8410752eb3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-a08e-7120-8885-88e6fe8061fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9def87d1442019a41ca44f77ea2648a5643da4d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-a08e-7120-8885-88e6fe8061fc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89abb9fd6d6df101808c42c152dc9829afa1b593 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-b110-7ff3-b654-5704410d73d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..44596ea28527e35b6a75f8ca550196cddaa98e29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-b110-7ff3-b654-5704410d73d5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9522a394ade449d8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cdbb8b510719e02701f19e4c1cef397fa378dbae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:11.269455+00:00", + "ended_at": "2026-05-19T16:19:14.717897+00:00", + "elapsed_ms": 3448.41, + "returncode": 1, + "prompt_metrics": { + "chars": 51191, + "bytes_utf8": 51191, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96fa754901008df33f794d6ecf4a9658e7ec556a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/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": "2026-05-19T16:19:15.721825+00:00", + "ended_at": "2026-05-19T16:19:19.246735+00:00", + "elapsed_ms": 3524.87, + "returncode": 1, + "prompt_metrics": { + "chars": 51191, + "bytes_utf8": 51191, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea72d41bd091de48b62627309339da2524638cbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_125, measure_col=feature_79.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_79", + "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": 0.67, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea72d41bd091de48b62627309339da2524638cbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_125, measure_col=feature_79.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_79", + "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": 0.67, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20053d352852308c35947a42a65585ba0094a474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ba24-7600-966f-1f42acd7d59a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe1533796c14d975ddcb5e52678d7fae840e25b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-ba24-7600-966f-1f42acd7d59a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f40d85cd6aff563fb51c0e66fa31e4f3d5261a59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-cbad-7662-8bf7-66b2defba0e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aa960ad76db10f07145b84bdf6078397aed6925 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-cbad-7662-8bf7-66b2defba0e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9787636e9e0a0f9c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..244a90d208bc85898d1ffe45ba159c8cdc957a25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:04.176623+00:00", + "ended_at": "2026-05-19T16:17:09.951867+00:00", + "elapsed_ms": 5775.2, + "returncode": 1, + "prompt_metrics": { + "chars": 50801, + "bytes_utf8": 50801, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d60d7c088131c9808881a6be40eca37b700c190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/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": "2026-05-19T16:17:10.960445+00:00", + "ended_at": "2026-05-19T16:17:14.536946+00:00", + "elapsed_ms": 3576.44, + "returncode": 1, + "prompt_metrics": { + "chars": 50801, + "bytes_utf8": 50801, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cbcb0f9787e9f4a52fe1776c3de169349b2e3e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_68.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_68", + "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": 0.21, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cbcb0f9787e9f4a52fe1776c3de169349b2e3e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_68.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_68", + "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": 0.21, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80b04370ccdc4d245dbae49ec68b8718d553841c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-ca24-71c2-a2d7-83ddb79a68e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05c8d8d1d15b58b1d22d2882e6c625dec5a18ec7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-ca24-71c2-a2d7-83ddb79a68e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5162022c6a2fc3e6b680b2f80c41e275082ee9cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e4c8-71c2-b918-25105bb49dc9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6c2a369db408e2792ae549ceff7e7f9f16c5dff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e4c8-71c2-b918-25105bb49dc9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_991b31f3c04437b5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c963979cd98a5ae558b8da5b4cf422f88ebba411 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 50632, "bytes_utf8": 50632, "lines": 1632, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 50632, "bytes_utf8": 50632, "lines": 1632, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 27979, "cached_input_tokens": 12032, "output_tokens": 487, "reasoning_output_tokens": 360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..68b5ba97d30a64e3dcf69c8bd28c4eac47b1122f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n4", + "model": "v2-cli:codex", + "run_id": "v2q_n4_9b7e51b41068cf69", + "api_calls": 0, + "input_tokens": 27979, + "cached_input_tokens": 12032, + "output_tokens": 487, + "total_tokens": 28466, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15297.96, + "sql_execution_elapsed_ms_total": 1.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..70eb568af697e56e53194a5690fa41cb6bca81bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:20.839193+00:00", + "ended_at": "2026-05-19T16:06:24.281216+00:00", + "elapsed_ms": 3441.99, + "returncode": 1, + "prompt_metrics": { + "chars": 50632, + "bytes_utf8": 50632, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f56720d0f24653f3ca196bd30a31c93b03dba674 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:25.285540+00:00", + "ended_at": "2026-05-19T16:06:37.141556+00:00", + "elapsed_ms": 11855.97, + "prompt_metrics": { + "chars": 50632, + "bytes_utf8": 50632, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 458, + "bytes_utf8": 458, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 27979, + "cached_input_tokens": 12032, + "output_tokens": 487, + "reasoning_output_tokens": 360 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ca9e05edcbd4cf2bff881aba88711dcec6ca16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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Focus on group_col=feature_5, measure_col=feature_1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_5", + "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": 30.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ca9e05edcbd4cf2bff881aba88711dcec6ca16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_5, measure_col=feature_1.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_5", + "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": 30.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c19e9c196cf8aa4c36c340a813f48d4cec9bdce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f8b0-7102-8bd3-5e28c0683d84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21b5cc4936259d84e755c59b7a8d51c05a26605d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f8b0-7102-8bd3-5e28c0683d84"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80523593f61b25cee451445b2445c4d95b95eaa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-09fe-7f00-a76f-c737e1e45072"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_5\\\",\\n SUM(CAST(NULLIF(\\\"feature_1\\\", '') AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n4\\\"\\nGROUP BY \\\"feature_5\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"feature_5\\\" and measure_col=\\\"feature_1\\\". Since the SQLite snapshot stores fields as TEXT, the measure is cast to REAL and empty strings are treated as NULL before summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":27979,"cached_input_tokens":12032,"output_tokens":487,"reasoning_output_tokens":360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..306b48504b21aa91f603629b3ab7344cfda21764 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"feature_5\",\n SUM(CAST(NULLIF(\"feature_1\", '') AS REAL)) AS \"total_measure\"\nFROM \"n4\"\nGROUP BY \"feature_5\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"feature_5\" and measure_col=\"feature_1\". Since the SQLite snapshot stores fields as TEXT, the measure is cast to REAL and empty strings are treated as NULL before summation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_9b7e51b41068cf69/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50d67fe61ec7aaa8fec6f649afa73305167058ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:55.503216+00:00", + "ended_at": "2026-05-19T16:08:58.579884+00:00", + "elapsed_ms": 3076.64, + "returncode": 1, + "prompt_metrics": { + "chars": 50638, + "bytes_utf8": 50638, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e6cf1cf7c905d460cd71e2628497203e6108818 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:59.584193+00:00", + "ended_at": "2026-05-19T16:09:02.668558+00:00", + "elapsed_ms": 3084.32, + "returncode": 1, + "prompt_metrics": { + "chars": 50638, + "bytes_utf8": 50638, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..461b912632509d15144fb0ce6d3feb30694a04f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_125, measure_col=feature_7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_7", + "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": 0.5012, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..461b912632509d15144fb0ce6d3feb30694a04f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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 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"feature_49": "0.65", + "feature_50": "0.54", + "feature_51": "0.83", + "feature_52": "0.65", + "feature_53": "0.85", + "feature_54": "0.86", + "feature_55": "0.03", + "feature_56": "0.33", + "feature_57": "0.02", + "feature_58": "0.11", + "feature_59": "0.2", + "feature_60": "0.3", + "feature_61": "0.31", + "feature_62": "0.05", + "feature_63": "0.08", + "feature_64": "0.11", + "feature_65": "0.11", + "feature_66": "0.81", + "feature_67": "0.08", + "feature_68": "0.56", + "feature_69": "0.62", + "feature_70": "0.85", + "feature_71": "0.77", + "feature_72": "1", + "feature_73": "0.94", + "feature_74": "0.12", + "feature_75": "0.01", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.97", + "feature_79": "0.96", + "feature_80": "0.6", + "feature_81": "0.47", + "feature_82": "0.52", + "feature_83": "0.11", + "feature_84": "0.11", + "feature_85": "0.24", + "feature_86": "0.21", + "feature_87": "0.19", + "feature_88": "0.75", + "feature_89": "0.7", + "feature_90": "0.77", + "feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_125, measure_col=feature_7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_7", + "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": 0.5012, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6db317b6702f4a08cb518c427aec73ac17a6fca8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-54d0-7df2-aaa6-bbe4a419fb33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c63429b77b738f6d6fa0a183898868171b4f691e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-54d0-7df2-aaa6-bbe4a419fb33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03ae2e4947c483817d7524f56348f2092931eb85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-64c0-7a32-a18b-0702d1042034"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3318ac6f7bb185905eca2029da6af2fb7890d9c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-64c0-7a32-a18b-0702d1042034"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_a99e555a5fde9efb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b58c6ad4e06e2199d545a40ff48db63763648446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:04.263739+00:00", + "ended_at": "2026-05-19T16:23:07.958360+00:00", + "elapsed_ms": 3694.57, + "returncode": 1, + "prompt_metrics": { + "chars": 50811, + "bytes_utf8": 50811, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e1ba1e60b2d00d51027b8e4dbe547acf280ab9a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/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": "2026-05-19T16:23:08.962343+00:00", + "ended_at": "2026-05-19T16:23:13.468517+00:00", + "elapsed_ms": 4506.12, + "returncode": 1, + "prompt_metrics": { + "chars": 50811, + "bytes_utf8": 50811, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92bc46fd2ec8469b16a9378a3883aaff9ef15198 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_5, measure_col=feature_92.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_92", + "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": 0.41, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..92bc46fd2ec8469b16a9378a3883aaff9ef15198 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_5, measure_col=feature_92.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_92", + "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": 0.41, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3a7172ea587aeb65374b7a6fedb7bef0037b788 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-48a4-7ff0-93c4-5f5b9a794a02"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b52f13c18f9194c1c33b7cf98546d7ecf083743d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-48a4-7ff0-93c4-5f5b9a794a02"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..218a9bcb146e9f96fe84763a3cfb00fbeb723621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5b25-7141-a659-3b53d022c657"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e25dba5057a278af58862c650e72380320f445e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5b25-7141-a659-3b53d022c657"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ab1106efe8b8b02a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6368fddbe34e91feecf3115f6ed3ae727433f348 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:52.030388+00:00", + "ended_at": "2026-05-19T16:17:55.516952+00:00", + "elapsed_ms": 3486.53, + "returncode": 1, + "prompt_metrics": { + "chars": 51189, + "bytes_utf8": 51189, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f6fd0858aff55db4afb896aa8fc2795bbbc1f795 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:56.520249+00:00", + "ended_at": "2026-05-19T16:18:00.044231+00:00", + "elapsed_ms": 3523.93, + "returncode": 1, + "prompt_metrics": { + "chars": 51189, + "bytes_utf8": 51189, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..716d1cf1b3dbe51c2dc3d7db445dcdc94d491404 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_76, measure_col=feature_75.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_75", + "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": 0.47, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..716d1cf1b3dbe51c2dc3d7db445dcdc94d491404 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_76, measure_col=feature_75.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_75", + "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": 0.47, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc616c5d968a969999b4c63f22a9b34106961c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-850d-7e61-bca1-944e24fdb6f4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af8a512f88186a4e07fd6e9fe23fd05a32b5b239 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-850d-7e61-bca1-944e24fdb6f4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f61f3610930ae7aded99c78068b3b7a2fbb8ed61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-96c4-7f21-9b58-ed18e2ad4147"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..98049774fc60a9a5437e5534730d911dcb10df5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-96c4-7f21-9b58-ed18e2ad4147"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_aca8865839c28190/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..906c98961253be118510a5e671590cdd8aba4bcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 50637, "bytes_utf8": 50637, "lines": 1632, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 613, "bytes_utf8": 613, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 27980, "cached_input_tokens": 12032, "output_tokens": 1201, "reasoning_output_tokens": 1021}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..31e4ffe90c9090112a630b520a4b264af110c37a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/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": "n4", + "model": "v2-cli:codex", + "run_id": "v2q_n4_ada4d966a1d39d5a", + "api_calls": 0, + "input_tokens": 27980, + "cached_input_tokens": 12032, + "output_tokens": 1201, + "total_tokens": 29181, + "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": 23094.58, + "sql_execution_elapsed_ms_total": 2.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..69194dae5d00782692fd333f0cce0cb0040c6e1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:54.705275+00:00", + "ended_at": "2026-05-19T16:07:17.799884+00:00", + "elapsed_ms": 23094.58, + "prompt_metrics": { + "chars": 50637, + "bytes_utf8": 50637, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 982, + "bytes_utf8": 982, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 613, + "bytes_utf8": 613, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 27980, + "cached_input_tokens": 12032, + "output_tokens": 1201, + "reasoning_output_tokens": 1021 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e1136ca9835a0ae5cbd4d30887f57db1b3a05ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_7": "0.77", + "feature_8": "1", + "feature_9": "0.08", + "feature_10": "0.12", + "feature_11": "0.1", + "feature_12": "0.51", + "feature_13": "0.5", + "feature_14": "0.34", + "feature_15": "0.21", + "feature_16": "0.06", + "feature_17": "1", + "feature_18": "0.58", + "feature_19": "0.89", + "feature_20": "0.21", + "feature_21": "0.43", + "feature_22": "0.36", + "feature_23": "0.2", + "feature_24": "0.82", + "feature_25": "0.51", + "feature_26": "0.36", + "feature_27": "0.4", + "feature_28": "0.39", + "feature_29": "0.16", + "feature_30": "0.25", + "feature_31": "0.36", + "feature_32": "0.44", + "feature_33": "0.01", + "feature_34": "0.1", + "feature_35": "0.09", + "feature_36": "0.25", + "feature_37": "0.31", + "feature_38": "0.33", + "feature_39": "0.71", + "feature_40": "0.36", + "feature_41": "0.45", + "feature_42": "0.37", + "feature_43": "0.39", + "feature_44": "0.34", + "feature_45": "0.45", + "feature_46": "0.49", + "feature_47": "0.44", + "feature_48": "0.75", + "feature_49": "0.65", + "feature_50": "0.54", + "feature_51": "0.83", + "feature_52": "0.65", + "feature_53": "0.85", + "feature_54": "0.86", + "feature_55": "0.03", + "feature_56": "0.33", + "feature_57": "0.02", + "feature_58": "0.11", + "feature_59": "0.2", + "feature_60": "0.3", + "feature_61": "0.31", + "feature_62": "0.05", + "feature_63": "0.08", + "feature_64": "0.11", + "feature_65": "0.11", + "feature_66": "0.81", + "feature_67": "0.08", + "feature_68": "0.56", + "feature_69": "0.62", + "feature_70": "0.85", + "feature_71": "0.77", + "feature_72": "1", + "feature_73": "0.94", + "feature_74": "0.12", + "feature_75": "0.01", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.97", + "feature_79": "0.96", + "feature_80": "0.6", + "feature_81": "0.47", + "feature_82": "0.52", + "feature_83": "0.11", + "feature_84": "0.11", + "feature_85": "0.24", + "feature_86": "0.21", + "feature_87": "0.19", + "feature_88": "0.75", + "feature_89": "0.7", + "feature_90": "0.77", + "feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_104, measure_col=feature_3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_104", + "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": 64145.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0438d6a3bf96698cb2367da77893cfc0a66be279 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7cf7-78d3-af3e-dd457701fead"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT\\n \\\"feature_104\\\",\\n SUM(CAST(NULLIF(TRIM(\\\"feature_3\\\"), '') AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n4\\\"\\nWHERE NULLIF(TRIM(\\\"feature_104\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"feature_3\\\"), '') IS NOT NULL\\nGROUP BY \\\"feature_104\\\"\\nORDER BY \\\"total_measure\\\" DESC\\nLIMIT 12;\",\"notes\":\"Applied tpl_h2o_group_sum with group_col=feature_104 and measure_col=feature_3. Since both fields are stored as TEXT in SQLite, the query trims and excludes blank values, casts feature_3 to REAL before summing, and limits results to the top 12 groups by total_measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":27980,"cached_input_tokens":12032,"output_tokens":1201,"reasoning_output_tokens":1021}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddbfc8065161f0aebef89e07aa1553d7f5f1c76b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum.\nSELECT\n \"feature_104\",\n SUM(CAST(NULLIF(TRIM(\"feature_3\"), '') AS REAL)) AS \"total_measure\"\nFROM \"n4\"\nWHERE NULLIF(TRIM(\"feature_104\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"feature_3\"), '') IS NOT NULL\nGROUP BY \"feature_104\"\nORDER BY \"total_measure\" DESC\nLIMIT 12;","notes":"Applied tpl_h2o_group_sum with group_col=feature_104 and measure_col=feature_3. Since both fields are stored as TEXT in SQLite, the query trims and excludes blank values, casts feature_3 to REAL before summing, and limits results to the top 12 groups by total_measure."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ada4d966a1d39d5a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f99ba4dc86400398f4c9ec6493a71347fe8c38ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:49.895695+00:00", + "ended_at": "2026-05-19T16:27:53.143714+00:00", + "elapsed_ms": 3247.97, + "returncode": 1, + "prompt_metrics": { + "chars": 50617, + "bytes_utf8": 50617, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4bb5d0542293db97002e4d2c26d7fe71b8ef1a0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/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": "2026-05-19T16:27:54.149329+00:00", + "ended_at": "2026-05-19T16:27:57.825549+00:00", + "elapsed_ms": 3676.16, + "returncode": 1, + "prompt_metrics": { + "chars": 50617, + "bytes_utf8": 50617, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc0e1f25a26de27723a3433285d724fbc01dc188 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_5.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.07, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc0e1f25a26de27723a3433285d724fbc01dc188 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_5.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.07, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..18da6c9e537294991a0b422669ff4da56e805c01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-a472-7783-a67a-75f7745ebfc3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36720799763a918bac3d2b16e3bcf3f7a065be49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-a472-7783-a67a-75f7745ebfc3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2599aa67d5a5a767eb65fa48307b582bf3f7d3cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-b51e-70c1-a293-07f1d8c77ba9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..94e99f748ac074853c2bee15e5f131ed7ee4ef07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-b51e-70c1-a293-07f1d8c77ba9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b3f4982c97312994/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8be57f807221a7176d0082b72cba8d184254648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:31:45.757479+00:00", + "ended_at": "2026-05-19T16:31:49.344541+00:00", + "elapsed_ms": 3587.01, + "returncode": 1, + "prompt_metrics": { + "chars": 50718, + "bytes_utf8": 50718, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3aa2c010b5ab165b24b6661221735ac9bf8e5e56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/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": "2026-05-19T16:31:50.350823+00:00", + "ended_at": "2026-05-19T16:31:53.900832+00:00", + "elapsed_ms": 3549.95, + "returncode": 1, + "prompt_metrics": { + "chars": 50718, + "bytes_utf8": 50718, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ef3548bc0410d74b95ef67535ce197df97483dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_5, measure_col=feature_14.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_14", + "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": 0.386, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ef3548bc0410d74b95ef67535ce197df97483dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_5, measure_col=feature_14.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_14", + "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": 0.386, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2aa56b836398ba0fe7381ac42cf462e23f9a2032 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-3ddd-7a22-91d4-55912c02f8f2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ae95f13593a7b5ac497ddaca1ce9301faa7a001 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-3ddd-7a22-91d4-55912c02f8f2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f46685e00e66016bf05c10645216c336f9d5012d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-4fcd-7231-975b-a2d5065ae737"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcb23ef47895f8272c32f6f9210a0424b56a4a43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-4fcd-7231-975b-a2d5065ae737"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_b8d615e7cca68c8c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbbb0188768a54c8588a16ef02b50e01782dfb94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:38.124315+00:00", + "ended_at": "2026-05-19T16:09:41.272336+00:00", + "elapsed_ms": 3147.99, + "returncode": 1, + "prompt_metrics": { + "chars": 50636, + "bytes_utf8": 50636, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cda63128d3e3d8d2707edb0753b99e672fe96347 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/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": "2026-05-19T16:09:42.275050+00:00", + "ended_at": "2026-05-19T16:09:45.566572+00:00", + "elapsed_ms": 3291.5, + "returncode": 1, + "prompt_metrics": { + "chars": 50636, + "bytes_utf8": 50636, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b72ab74804c116f75b32664bcc5a647d450e6ce0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_76, measure_col=feature_9.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_9", + "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": 0.9256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b72ab74804c116f75b32664bcc5a647d450e6ce0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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Focus on group_col=feature_76, measure_col=feature_9.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_9", + "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": 0.9256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36896f8926a9a68bb1f12250b658f680b04adbb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-fb65-7242-9deb-39bc9811f66a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f7d2f7aa40f3ce867468a02b36306af465764b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-fb65-7242-9deb-39bc9811f66a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddcdf29141bb3650bfd03998a265d0f561c77bf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0b9d-7af3-b033-986f68ef4a7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1992998b862821a2f171cdb5d5f9a58fbf3e3df9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0b9d-7af3-b033-986f68ef4a7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_be8771c7ebd2a0ef/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e1d1707ee1de455a7250ba894a33d34b183a2c7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:43.476623+00:00", + "ended_at": "2026-05-19T16:16:46.883164+00:00", + "elapsed_ms": 3406.5, + "returncode": 1, + "prompt_metrics": { + "chars": 50801, + "bytes_utf8": 50801, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1de16a471b10c6506f524fc012da143c0814fc95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/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": "2026-05-19T16:16:47.887657+00:00", + "ended_at": "2026-05-19T16:16:51.366458+00:00", + "elapsed_ms": 3478.74, + "returncode": 1, + "prompt_metrics": { + "chars": 50801, + "bytes_utf8": 50801, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a54668b94fef912afecbc525e583109798ca6d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_66.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_66", + "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": 0.89, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a54668b94fef912afecbc525e583109798ca6d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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Focus on measure_col=feature_66.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_66", + "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": 0.89, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcf95ec1e1258c757cb8dd44cbd85929efe8f265 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-793f-7803-95e2-396063b66b62"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38901a0926c00f5d6c53f4e8e6207429581029f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-793f-7803-95e2-396063b66b62"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77bcb360bddc5cbd4483e555583d95ce34725a9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-8a9b-7d61-b64c-cb42b4892b33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7090c23263a9d99a5917cffbcb25ac83d2237fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-8a9b-7d61-b64c-cb42b4892b33"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_bed39c7905a5c307/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f460cab42d12d97a8dbee67cc4f8498e5dd01d8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:01.228372+00:00", + "ended_at": "2026-05-19T16:27:05.116722+00:00", + "elapsed_ms": 3888.31, + "returncode": 1, + "prompt_metrics": { + "chars": 50567, + "bytes_utf8": 50567, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef3de7e46a211115f2875333e2f8cfa82c83f82b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/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": "2026-05-19T16:27:06.120262+00:00", + "ended_at": "2026-05-19T16:27:09.501231+00:00", + "elapsed_ms": 3380.93, + "returncode": 1, + "prompt_metrics": { + "chars": 50567, + "bytes_utf8": 50567, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..629686e698c84171ede5682bf283d6f81f4f6d4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 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"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": "n4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_113.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_113", + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..629686e698c84171ede5682bf283d6f81f4f6d4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_113.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_113", + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2d2800c259686842f26be28f99cec0d8e69777c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-e67b-77c1-aa1f-7eb7cdb2bfaf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45e2fb4166a5948da35542bceb04d832da161a34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-e67b-77c1-aa1f-7eb7cdb2bfaf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c08da3eb495236788e8c8905c28369aad8cee01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-f977-78b3-bc58-b206977e6fe7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c096e5ad89dfaae1ec87e0463ef9b7d3083644a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-f977-78b3-bc58-b206977e6fe7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c1f5bbe143a8e052/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..401ccaf77563ca12e374b199c0987cd439e4d345 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:44.246860+00:00", + "ended_at": "2026-05-19T16:15:47.986668+00:00", + "elapsed_ms": 3739.78, + "returncode": 1, + "prompt_metrics": { + "chars": 50951, + "bytes_utf8": 50951, + "lines": 1636, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0412dfc2172313cff0c283b5d03d42e02b011ba8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:48.989756+00:00", + "ended_at": "2026-05-19T16:15:52.493724+00:00", + "elapsed_ms": 3503.94, + "returncode": 1, + "prompt_metrics": { + "chars": 50951, + "bytes_utf8": 50951, + "lines": 1636, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a31d8b5bbe369c394c95232f5b07b27ef46f11e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1636 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 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"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": "n4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_104, group_col_2=feature_116.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_104", + "group_col_2": "feature_116", + "predicate_col": "feature_55", + "predicate_op": ">=", + "predicate_value": 0.26, + "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": 0.13, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a31d8b5bbe369c394c95232f5b07b27ef46f11e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1636 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_104, group_col_2=feature_116.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_104", + "group_col_2": "feature_116", + "predicate_col": "feature_55", + "predicate_op": ">=", + "predicate_value": 0.26, + "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": 0.13, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e9f75d8429271e5587cca92706d116dec7148ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-9171-7cc3-9b80-911477db529e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f46519be389ac343c4e1b8735e6df61613e1e843 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-9171-7cc3-9b80-911477db529e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdbd31945a4c4d3c77a1ab2e7368c5ad770851d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-a436-7552-82e5-f6e287c8c72d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eed07f6413f4c3cb11cbc22ee34f8248839c9a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-a436-7552-82e5-f6e287c8c72d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c3a654696edc40ad/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f146b8435bc83f287d4b37ab8644e576f8e1b77d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 50633, "bytes_utf8": 50633, "lines": 1632, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 27979, "cached_input_tokens": 12032, "output_tokens": 413, "reasoning_output_tokens": 295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59d2efe1cdffe9896a25fac405a9404b287dbdb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/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": "n4", + "model": "v2-cli:codex", + "run_id": "v2q_n4_c40b8f0b620a2aba", + "api_calls": 0, + "input_tokens": 27979, + "cached_input_tokens": 12032, + "output_tokens": 413, + "total_tokens": 28392, + "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": 12188.22, + "sql_execution_elapsed_ms_total": 2.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72868e2572d9b3ccdb47f465ad2d998e7a18066e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/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": "2026-05-19T16:08:43.306471+00:00", + "ended_at": "2026-05-19T16:08:55.494718+00:00", + "elapsed_ms": 12188.22, + "prompt_metrics": { + "chars": 50633, + "bytes_utf8": 50633, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 802, + "bytes_utf8": 802, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 27979, + "cached_input_tokens": 12032, + "output_tokens": 413, + "reasoning_output_tokens": 295 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec2abe89e2df63200828cd9d4adcc07ff1996528 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_125, measure_col=feature_7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_7", + "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": 0.53, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8886f480fbe39af1b8de1758b6e11d71407380e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-2526-74a3-83d2-e63966c9b2e0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"feature_125\\\", SUM(CAST(NULLIF(\\\"feature_7\\\", '') AS REAL)) AS total_measure\\nFROM \\\"n4\\\"\\nGROUP BY \\\"feature_125\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with \\\"feature_125\\\" as the grouping column and \\\"feature_7\\\" as the summed measure. Since the schema stores fields as TEXT, the measure is cast to REAL and empty strings are treated as NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":27979,"cached_input_tokens":12032,"output_tokens":413,"reasoning_output_tokens":295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..353d4d8d8562e9dd9c039239e54a8afb5412fea8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"feature_125\", SUM(CAST(NULLIF(\"feature_7\", '') AS REAL)) AS total_measure\nFROM \"n4\"\nGROUP BY \"feature_125\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped numeric sum template with \"feature_125\" as the grouping column and \"feature_7\" as the summed measure. Since the schema stores fields as TEXT, the measure is cast to REAL and empty strings are treated as NULL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c40b8f0b620a2aba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b1357f45f2b698d2c4303c924ea0f43cbf103d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:55.261923+00:00", + "ended_at": "2026-05-19T16:18:58.027249+00:00", + "elapsed_ms": 2765.3, + "returncode": 1, + "prompt_metrics": { + "chars": 51190, + "bytes_utf8": 51190, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5edf1e20e6af989ec71c83a80fe71e4d631baef3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/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": "2026-05-19T16:18:59.031021+00:00", + "ended_at": "2026-05-19T16:19:02.050265+00:00", + "elapsed_ms": 3019.2, + "returncode": 1, + "prompt_metrics": { + "chars": 51190, + "bytes_utf8": 51190, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..197e53b8263822d58851a2548a5bda85a81a394d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_117, measure_col=feature_78.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_78", + "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": 0.79, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..197e53b8263822d58851a2548a5bda85a81a394d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_117, measure_col=feature_78.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_117", + "measure_col": "feature_78", + "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": 0.79, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02710d10d5cbfde85e590808ee5680de113328a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-7b9b-7b50-9aa0-6275308983ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5abecf95131d7766789095dc5711efc51344eb06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-7b9b-7b50-9aa0-6275308983ad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..991f1b310d939b195f033e0529f1ec1294793d0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8a67-70d0-a2d7-1b97d3f8b4e4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5df2de25037323063b2f96439f06c040a98dc5c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8a67-70d0-a2d7-1b97d3f8b4e4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c4d701fb3ba00bc3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..161edce85949ea7fda0e0311317a55e35ebf4bcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:34.535978+00:00", + "ended_at": "2026-05-19T16:12:37.619522+00:00", + "elapsed_ms": 3083.51, + "returncode": 1, + "prompt_metrics": { + "chars": 51044, + "bytes_utf8": 51044, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb37754465d0468cb83e51f354440be4b85ba9bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/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": "2026-05-19T16:12:38.622456+00:00", + "ended_at": "2026-05-19T16:12:41.870740+00:00", + "elapsed_ms": 3248.25, + "returncode": 1, + "prompt_metrics": { + "chars": 51044, + "bytes_utf8": 51044, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f41a171fbcb2f0f0d1ed441804bf6934f9acba4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_5, measure_col=feature_32.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_32", + "item_col": "feature_33", + "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": 0.49, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f41a171fbcb2f0f0d1ed441804bf6934f9acba4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_5, measure_col=feature_32.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_5", + "measure_col": "feature_32", + "item_col": "feature_33", + "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": 0.49, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5cac6263d12acc80be32f5703bacc7b74852df9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ac8a-7af1-8171-c5a257f95cdf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d458f0184080acc70b83d543f98e30ca1953d7cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ac8a-7af1-8171-c5a257f95cdf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e630d9f377fc3971842efff76e39f9c97d3c9b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-bc56-72a1-a262-5f465d9e7720"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..94c1750202704b1bccb0b77e062c940f42b7a76c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-bc56-72a1-a262-5f465d9e7720"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_c8c259f9a9de70fb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22631ba1220500e61c9a05605a6917472752f82c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:31.977626+00:00", + "ended_at": "2026-05-19T16:30:35.246385+00:00", + "elapsed_ms": 3268.72, + "returncode": 1, + "prompt_metrics": { + "chars": 50722, + "bytes_utf8": 50722, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d2c13458f9b0b23fda98f021508daadda8e2031d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/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": "2026-05-19T16:30:36.251416+00:00", + "ended_at": "2026-05-19T16:30:39.600487+00:00", + "elapsed_ms": 3349.01, + "returncode": 1, + "prompt_metrics": { + "chars": 50722, + "bytes_utf8": 50722, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cee19f9ff798cd0cef51eda00c1fcbf63cb8a13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_104, measure_col=feature_10.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_10", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cee19f9ff798cd0cef51eda00c1fcbf63cb8a13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_104, measure_col=feature_10.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_10", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eda5dabbca9fd0541032023b06e9f7b14bcf24e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-1da7-7121-bb5d-d9b12a264dcb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4d0da37a39262eb61b2a27064e74ebad59d6d42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-1da7-7121-bb5d-d9b12a264dcb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..452c7d8c8a93f2edc0c9acc88f91449c0aa30a3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-2e39-7722-80e5-20859232981b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7861ee10faee9e7029c19a65308c916fce8382b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-2e39-7722-80e5-20859232981b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_cc4cdd9ba78f37d1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8333a03141cc1cc97ead4fa4524ddd204a006a6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:17.980253+00:00", + "ended_at": "2026-05-19T16:16:21.500547+00:00", + "elapsed_ms": 3520.25, + "returncode": 1, + "prompt_metrics": { + "chars": 50800, + "bytes_utf8": 50800, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b96ed38683bce913dbea95437dedf68a2e0c55ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/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": "2026-05-19T16:16:22.504180+00:00", + "ended_at": "2026-05-19T16:16:26.111809+00:00", + "elapsed_ms": 3607.57, + "returncode": 1, + "prompt_metrics": { + "chars": 50800, + "bytes_utf8": 50800, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b82b8eae35d350000608aabacfc431636b98a148 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_63.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_63", + "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": 0.17, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b82b8eae35d350000608aabacfc431636b98a148 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_63.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_63", + "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": 0.17, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f1357317a3aa8f271e69c852d2ce1877fa43836 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-1599-78c2-bfbf-b8770d423f7c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..584ca35ce0c238462792828b73c2c340a7e70761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-1599-78c2-bfbf-b8770d423f7c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5a50bf84b27cae6df312aa0ab01c1e5396c12a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-2750-7e31-99d8-8443f7f96c64"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b6bbf221fcb0638aa5f6a81a1bfae43e4cc7837 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-2750-7e31-99d8-8443f7f96c64"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ce264b7088817499/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b51b482b4ba2463e40e399cd5f73680b1fadc9d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:37.150351+00:00", + "ended_at": "2026-05-19T16:06:40.466335+00:00", + "elapsed_ms": 3315.96, + "returncode": 1, + "prompt_metrics": { + "chars": 50631, + "bytes_utf8": 50631, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f83ac2d67a6e1054316bb50c3850a42036fa0b06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:41.468879+00:00", + "ended_at": "2026-05-19T16:06:44.434575+00:00", + "elapsed_ms": 2965.67, + "returncode": 1, + "prompt_metrics": { + "chars": 50631, + "bytes_utf8": 50631, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3a49a8dd192dc1ed9cb19487593c63492b3f672 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_76, measure_col=feature_2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_2", + "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": 63.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3a49a8dd192dc1ed9cb19487593c63492b3f672 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_76, measure_col=feature_2.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_2", + "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": 63.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86cfeb8b6fd9a4db513f5bcd21a7666f14670081 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-386d-7a50-8685-888bec4fd59b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ff61755e11b778704756c123d170f662491cd8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-386d-7a50-8685-888bec4fd59b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c64a571868112275b3fe90705c0e1dc258f4b831 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4927-74f3-be7a-d3c7ebc88321"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..855fce9d99f461889515fc0b0ed258980799f670 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4927-74f3-be7a-d3c7ebc88321"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d1c24f947348f0cc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c856c1bc1228722f54cb60c3649a5b93149e6601 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:18.992757+00:00", + "ended_at": "2026-05-19T16:12:22.836220+00:00", + "elapsed_ms": 3843.43, + "returncode": 1, + "prompt_metrics": { + "chars": 51043, + "bytes_utf8": 51043, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c24095ccd450df7c3eda92c38491333ead1ce404 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/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": "2026-05-19T16:12:23.838977+00:00", + "ended_at": "2026-05-19T16:12:26.884775+00:00", + "elapsed_ms": 3045.75, + "returncode": 1, + "prompt_metrics": { + "chars": 51043, + "bytes_utf8": 51043, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2723e0986d411e7dec8e637bcf2c20bf47b66ca2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_125, measure_col=feature_31.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_31", + "item_col": "feature_32", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.34, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2723e0986d411e7dec8e637bcf2c20bf47b66ca2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_125, measure_col=feature_31.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_125", + "measure_col": "feature_31", + "item_col": "feature_32", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.34, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00e74f5c9d621ba7e1a2801aab1edc28210f823e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-6fb8-7ab2-83e2-54be12261319"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a78d79e336654cdc7b4160585d38698febdb83e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-6fb8-7ab2-83e2-54be12261319"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb31ad8834f27ddfad2896120ac5fc9023d742e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-82a3-7641-8d62-cf5a0421a4e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3388bda7358c2704a7bae3610fc77622dba50bb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-82a3-7641-8d62-cf5a0421a4e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d7bae8757c36b0ba/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02679f9fb697868c43cb2e451e11ddef217df7a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 50638, "bytes_utf8": 50638, "lines": 1632, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 50638, "bytes_utf8": 50638, "lines": 1632, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 27980, "cached_input_tokens": 12032, "output_tokens": 555, "reasoning_output_tokens": 422}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ce67f41061d365c2ff3bd337752fb9551c67b52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n4", + "model": "v2-cli:codex", + "run_id": "v2q_n4_d93eade9d0923fd3", + "api_calls": 0, + "input_tokens": 27980, + "cached_input_tokens": 12032, + "output_tokens": 555, + "total_tokens": 28535, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21867.24, + "sql_execution_elapsed_ms_total": 1.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eaf277601f0a351f233574ef9648c580253b1cea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:17.809058+00:00", + "ended_at": "2026-05-19T16:07:20.718946+00:00", + "elapsed_ms": 2909.86, + "returncode": 1, + "prompt_metrics": { + "chars": 50638, + "bytes_utf8": 50638, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db7389dc9657c738cefa4133f69f172f34ba2a5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:21.722270+00:00", + "ended_at": "2026-05-19T16:07:40.679681+00:00", + "elapsed_ms": 18957.38, + "prompt_metrics": { + "chars": 50638, + "bytes_utf8": 50638, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 865, + "bytes_utf8": 865, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 505, + "bytes_utf8": 505, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 27980, + "cached_input_tokens": 12032, + "output_tokens": 555, + "reasoning_output_tokens": 422 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b110340324c6f23d325ee40f221492ec8b45a2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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Focus on group_col=feature_104, measure_col=feature_3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_3", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 62982.2, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b110340324c6f23d325ee40f221492ec8b45a2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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": 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_104, measure_col=feature_3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_3", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 62982.2, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74f105e489c0a9977f886d67a10a7f313e5529d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d72f-78d0-8286-da10a4b73836"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85b69bdf4a65e76341d31c81ead57b0115723634 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d72f-78d0-8286-da10a4b73836"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e218035e2f9318c4c93c098a65180a8f6519f53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-e672-7442-94e2-c280e38adacd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_104\\\",\\n SUM(CAST(NULLIF(\\\"feature_3\\\", '') AS REAL)) AS total_measure\\nFROM \\\"n4\\\"\\nGROUP BY \\\"feature_104\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with \\\"feature_104\\\" as the grouping column and \\\"feature_3\\\" as the summed measure. Because both columns are stored as TEXT, empty strings in \\\"feature_3\\\" are converted to NULL before casting to REAL so the sum remains numeric and SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":27980,"cached_input_tokens":12032,"output_tokens":555,"reasoning_output_tokens":422}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..41de73dea9891d52509bd04b9452bcb27890e86f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT\n \"feature_104\",\n SUM(CAST(NULLIF(\"feature_3\", '') AS REAL)) AS total_measure\nFROM \"n4\"\nGROUP BY \"feature_104\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped-sum template with \"feature_104\" as the grouping column and \"feature_3\" as the summed measure. Because both columns are stored as TEXT, empty strings in \"feature_3\" are converted to NULL before casting to REAL so the sum remains numeric and SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_d93eade9d0923fd3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f2f0c9b2602e961e2409553f52a774f946a595b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:34.632915+00:00", + "ended_at": "2026-05-19T16:16:39.077343+00:00", + "elapsed_ms": 4444.38, + "returncode": 1, + "prompt_metrics": { + "chars": 50800, + "bytes_utf8": 50800, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd67eaaaeda6440908924f459377c1172c7db5d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/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": "2026-05-19T16:16:40.080859+00:00", + "ended_at": "2026-05-19T16:16:43.468403+00:00", + "elapsed_ms": 3387.49, + "returncode": 1, + "prompt_metrics": { + "chars": 50800, + "bytes_utf8": 50800, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7106cdccb7df589ae5325350d5d1341045a8cc5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_65.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_65", + "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": 0.12, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7106cdccb7df589ae5325350d5d1341045a8cc5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "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 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_65.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_65", + "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": 0.12, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..395d06c3ef482005a2387028a4130ecd0b619fc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-56d1-7a61-a149-3746da4f0410"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a43afecfc9e83ca9b4e83c9aa5cf1b492304c8aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-56d1-7a61-a149-3746da4f0410"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1a302fefee7d9529f98f2109cc0d3a8ac24341b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-6c14-77b0-8aac-aee2bf599f45"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e46736e0aaf6a2d70fd8a90894d3629714c0097 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-6c14-77b0-8aac-aee2bf599f45"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dbe2cb9070cc575f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dbbcea6acd6e5c2ec91b25f655c8de59cbdbb703 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:02.731429+00:00", + "ended_at": "2026-05-19T16:20:08.604084+00:00", + "elapsed_ms": 5872.63, + "returncode": 1, + "prompt_metrics": { + "chars": 51190, + "bytes_utf8": 51190, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da3e2337634084e4a8df8e6dde436023511b9bc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/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": "2026-05-19T16:20:09.608617+00:00", + "ended_at": "2026-05-19T16:20:14.247903+00:00", + "elapsed_ms": 4639.24, + "returncode": 1, + "prompt_metrics": { + "chars": 51190, + "bytes_utf8": 51190, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3438b8b3b6794f30e7ed588cd664b49a6855b9f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_104, measure_col=feature_82.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_82", + "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": 0.65, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3438b8b3b6794f30e7ed588cd664b49a6855b9f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.89", + "feature_92": "0.63", + "feature_93": "0.51", + "feature_94": "0.47", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.19", + "feature_98": "0.3", + "feature_99": "0.73", + "feature_100": "0.64", + "feature_101": "0.65", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.02", + "feature_120": "0.39", + "feature_121": "0.28", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.12" + }, + { + "feature_1": "42", + "feature_2": "95", + "feature_3": "6096", + "feature_4": "Bethlehemtownship", + "feature_5": "1", + "feature_6": "0.01", + "feature_7": "0.55", + "feature_8": "0.02", + "feature_9": "0.95", + "feature_10": "0.09", + "feature_11": "0.05", + "feature_12": "0.38", + "feature_13": "0.38", + "feature_14": "0.23", + "feature_15": "0.36", + "feature_16": "0.02", + "feature_17": "0.9", + "feature_18": "0.5", + "feature_19": "0.72", + "feature_20": "0.16", + "feature_21": "0.68", + "feature_22": "0.44", + "feature_23": "0.11", + "feature_24": "0.71", + "feature_25": "0.46", + "feature_26": "0.43", + "feature_27": "0.41", + "feature_28": "0.28", + "feature_29": "0", + "feature_30": "0.74", + "feature_31": "0.51", + "feature_32": "0.48", + "feature_33": "0", + "feature_34": "0.06", + "feature_35": "0.25", + "feature_36": "0.3", + "feature_37": "0.33", + "feature_38": "0.12", + "feature_39": "0.65", + "feature_40": "0.67", + "feature_41": "0.38", + "feature_42": "0.42", + "feature_43": "0.46", + "feature_44": "0.22", + "feature_45": "0.27", + "feature_46": "0.2", + "feature_47": "0.21", + "feature_48": "0.51", + "feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_104, measure_col=feature_82.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_104", + "measure_col": "feature_82", + "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": 0.65, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f26c41c99710c45770980a002d436c4ddc34b79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-833b-79a1-8aec-4d91533bf0c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..468e2e23c270927383be740f26cd149a8fe6983e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-833b-79a1-8aec-4d91533bf0c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62f55c081416904219a133ca73041501ac870cb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-9e1f-7331-971a-6cbb51d82e04"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed564422e7a66b76d4e2d7d5e10a3b45bd960373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-9e1f-7331-971a-6cbb51d82e04"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dc066998d9563f61/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fb52e2d3eb6f05170aef01a4e46bb379542ffb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:59.798605+00:00", + "ended_at": "2026-05-19T16:10:03.013811+00:00", + "elapsed_ms": 3215.18, + "returncode": 1, + "prompt_metrics": { + "chars": 50538, + "bytes_utf8": 50538, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7d8c0217c2e7600a222740457ff291724890812 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/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": "2026-05-19T16:10:04.018651+00:00", + "ended_at": "2026-05-19T16:10:07.269530+00:00", + "elapsed_ms": 3250.83, + "returncode": 1, + "prompt_metrics": { + "chars": 50538, + "bytes_utf8": 50538, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fd10d0fe4505b39b3c6948b463f62636d746c7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_49": "0.91", + "feature_50": "0.91", + "feature_51": "0.89", + "feature_52": "0.85", + "feature_53": "0.4", + "feature_54": "0.6", + "feature_55": "0", + "feature_56": "0.06", + "feature_57": "0", + "feature_58": "0.03", + "feature_59": "0.07", + "feature_60": "0.2", + "feature_61": "0.27", + "feature_62": "0.01", + "feature_63": "0.02", + "feature_64": "0.04", + "feature_65": "0.05", + "feature_66": "0.88", + "feature_67": "0.05", + "feature_68": "0.16", + "feature_69": "0.19", + "feature_70": "0.59", + "feature_71": "0.6", + "feature_72": "0.37", + "feature_73": "0.89", + "feature_74": "0.02", + "feature_75": "0.19", + "feature_76": "0.5", + "feature_77": "0.01", + "feature_78": "0.89", + "feature_79": "0.87", + "feature_80": "0.04", + "feature_81": "0.55", + "feature_82": "0.73", + "feature_83": "0.05", + "feature_84": "0.14", + "feature_85": "0.31", + "feature_86": "0.31", + "feature_87": "0.3", + "feature_88": "0.4", + "feature_89": "0.36", + "feature_90": "0.38", + "feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_5.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_5", + "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": 0.44, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fd10d0fe4505b39b3c6948b463f62636d746c7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_5.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "feature_5", + "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": 0.44, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0e63f7cb97db0f0bfd1732b69085732aada8cbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4ff9-7510-9d72-845c3b494a46"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94710f19ca97c78a6845e6548254b2dd813cf18e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-4ff9-7510-9d72-845c3b494a46"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7d42c4d3a3536db3a99e06b6f333f7768cfd6cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6095-7952-aeda-ed55a1e38ae8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fdf18040f639e7be15bc461490edd2a5f57367f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-6095-7952-aeda-ed55a1e38ae8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_de8b0c0818d8f5eb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e15de41c1ef0ebbc10604e546863665de4a355bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:22.111899+00:00", + "ended_at": "2026-05-19T16:17:26.439676+00:00", + "elapsed_ms": 4327.74, + "returncode": 1, + "prompt_metrics": { + "chars": 50801, + "bytes_utf8": 50801, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef34b3ff57c1d476fc111ef13d9217237455f8bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/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": "2026-05-19T16:17:27.444896+00:00", + "ended_at": "2026-05-19T16:17:32.857059+00:00", + "elapsed_ms": 5412.1, + "returncode": 1, + "prompt_metrics": { + "chars": 50801, + "bytes_utf8": 50801, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8757e0ba7eefde362997e3bc0b3d0e94d2128346 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_70.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_70", + "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": 0.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8757e0ba7eefde362997e3bc0b3d0e94d2128346 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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Focus on measure_col=feature_70.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_70", + "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": 0.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ca0c41058874701522c4520c58d4e8ba2249498 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1032-76c2-b9b2-45f25ff4fdef"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fff36c8a7c27219f43439be2ff3c80f6a83ffc60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-1032-76c2-b9b2-45f25ff4fdef"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39256e181ab7970ba09e967f64183fe541dd54ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2522-7842-897f-9c37e38293db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b0f27f4c5b871ff2160c980199ca9bb32a6f022 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2522-7842-897f-9c37e38293db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_dfc83bcf27abee58/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68b6af6fc2d4e721658faa7ca3ad69c232d4299b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:06.363322+00:00", + "ended_at": "2026-05-19T16:24:09.446553+00:00", + "elapsed_ms": 3083.19, + "returncode": 1, + "prompt_metrics": { + "chars": 50819, + "bytes_utf8": 50819, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..69909f7a93b3cff8592e8aca18293cb8a612b66b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/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": "2026-05-19T16:24:10.452069+00:00", + "ended_at": "2026-05-19T16:24:13.933643+00:00", + "elapsed_ms": 3481.51, + "returncode": 1, + "prompt_metrics": { + "chars": 50819, + "bytes_utf8": 50819, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d9474cae228f262c9fe5cac677f1bd09590596a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"feature_91": "0.38", + "feature_92": "0.22", + "feature_93": "0.51", + "feature_94": "0.21", + "feature_95": "0", + "feature_96": "0", + "feature_97": "0.11", + "feature_98": "0.72", + "feature_99": "0.64", + "feature_100": "0.61", + "feature_101": "0.53", + "feature_102": "", + "feature_103": "", + "feature_104": "", + "feature_105": "", + "feature_106": "", + "feature_107": "", + "feature_108": "", + "feature_109": "", + "feature_110": "", + "feature_111": "", + "feature_112": "", + "feature_113": "", + "feature_114": "", + "feature_115": "", + "feature_116": "", + "feature_117": "", + "feature_118": "", + "feature_119": "0.04", + "feature_120": "0.09", + "feature_121": "0.02", + "feature_122": "", + "feature_123": "", + "feature_124": "", + "feature_125": "", + "feature_126": "0", + "feature_127": "", + "target": "0.03" + } + ] +} + +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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_116, measure_col=feature_95.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_95", + "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": 0.0528, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d9474cae228f262c9fe5cac677f1bd09590596a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_116, measure_col=feature_95.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_95", + "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": 0.0528, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..766fc5ad4f1694f4aed976f75ef1854c39a929f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-3b46-7ab3-a1be-326824376c35"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6171a043ece0598145bb09a51a95597b7b6cb664 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-3b46-7ab3-a1be-326824376c35"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46dbd5ba374befc53804b9d09e5c66efc5542056 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-4b9e-71a1-82b5-5ab475441acb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..96167c9f9481f9458c429d5f696a2307d6dfbc70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-4b9e-71a1-82b5-5ab475441acb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_e07998223d0a317a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bd84d421606d908df5c241f0a2a8f743e9899a67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:13.853660+00:00", + "ended_at": "2026-05-19T16:28:17.539954+00:00", + "elapsed_ms": 3686.25, + "returncode": 1, + "prompt_metrics": { + "chars": 50621, + "bytes_utf8": 50621, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ed2c01defe496d69953faf04962cd6a12625ad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/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": "2026-05-19T16:28:18.543636+00:00", + "ended_at": "2026-05-19T16:28:21.729342+00:00", + "elapsed_ms": 3185.65, + "returncode": 1, + "prompt_metrics": { + "chars": 50621, + "bytes_utf8": 50621, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6924dbdf6de901b93553715b8563e307dba02fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_76.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_76", + "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": 0.04, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6924dbdf6de901b93553715b8563e307dba02fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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Focus on group_col=feature_76.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_76", + "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": 0.04, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68771d593b8061cee3721ee7c8d47ab0c3ba28f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-0224-7340-a276-8520ce949fa7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be9d9d501b0ec09544cad9d7da49f495174784c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-0224-7340-a276-8520ce949fa7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d120a808d1264a714651732571a06efab789d10d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-1452-7123-be95-09adf8a85602"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df2eff690c3c5eb528c002e70d7f7eac5e14674f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-1452-7123-be95-09adf8a85602"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ea56ac461dd80a16/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff971e7c818389000b786620ea77c4d56f6f351e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:01.677983+00:00", + "ended_at": "2026-05-19T16:29:05.239710+00:00", + "elapsed_ms": 3561.66, + "returncode": 1, + "prompt_metrics": { + "chars": 50623, + "bytes_utf8": 50623, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44e4907ca02952968d8d683db9b075e1ed838b77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/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": "2026-05-19T16:29:06.244885+00:00", + "ended_at": "2026-05-19T16:29:09.886511+00:00", + "elapsed_ms": 3641.58, + "returncode": 1, + "prompt_metrics": { + "chars": 50623, + "bytes_utf8": 50623, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..941892d78da9b7d85ad6130dedc1efaff15b77c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_117.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_117", + "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": 0.37, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..941892d78da9b7d85ad6130dedc1efaff15b77c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_117.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_117", + "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": 0.37, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bdc64f0ca6b4fd267ad8391d2b061bb7a098f05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-bcda-7a92-8971-6ccf6e9bdacf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b6bf3ceb5acf3c3eead0f939a8a359591da0224 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-bcda-7a92-8971-6ccf6e9bdacf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1af1515db692826fd7be65b3274c2a612fdc3048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-cecf-7122-a9de-03a749359376"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..49f0f2cb5e28932288dcec1bf1de01b18a5ed785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-cecf-7122-a9de-03a749359376"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_ed2b9da40b15e567/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c27a8e73f5ed34b2fc7c18310ded6e677adffc32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:35.257014+00:00", + "ended_at": "2026-05-19T16:24:38.432662+00:00", + "elapsed_ms": 3175.61, + "returncode": 1, + "prompt_metrics": { + "chars": 50874, + "bytes_utf8": 50874, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95f4f012bf5b3735d3db33218f40c9538b116398 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/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": "2026-05-19T16:24:39.439027+00:00", + "ended_at": "2026-05-19T16:24:43.043319+00:00", + "elapsed_ms": 3604.21, + "returncode": 1, + "prompt_metrics": { + "chars": 50874, + "bytes_utf8": 50874, + "lines": 1635, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0528c7edc9e64fe4836fc4bf552f76595de1a1ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_76, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_76", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.61, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0528c7edc9e64fe4836fc4bf552f76595de1a1ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1635 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=feature_76, condition_col=feature_76.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "feature_76", + "condition_col": "feature_76", + "condition_value": "0.5", + "positive_value": "0.5", + "negative_value": "0", + "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": 0.61, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23a399582f390ed4c845bf9c7f571e96a2e08b23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-ac7a-7152-90e3-80404f24d38d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbd47b78a261a7be2f34e355f0e55337e9b79e23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-ac7a-7152-90e3-80404f24d38d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3e0b2251bf70e174a184f711c231d43fe6237d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-bcbf-7383-9429-2e9377192d00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4298276c254dd75db09bbb3121d1eef19d4cb225 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-bcbf-7383-9429-2e9377192d00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f15192b158e96fed/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0526742d5cee471f959290eec114b2909408c02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:51.372834+00:00", + "ended_at": "2026-05-19T16:16:54.855927+00:00", + "elapsed_ms": 3483.05, + "returncode": 1, + "prompt_metrics": { + "chars": 50800, + "bytes_utf8": 50800, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3523f200cd7f0cd6c7a836a94a4c791150c2db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/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": "2026-05-19T16:16:55.861373+00:00", + "ended_at": "2026-05-19T16:17:04.169643+00:00", + "elapsed_ms": 8308.2, + "returncode": 1, + "prompt_metrics": { + "chars": 50800, + "bytes_utf8": 50800, + "lines": 1630, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1c3fc292d174dd5e4cab78dc5f62f2076e55142 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_67.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_67", + "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": 0.06, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1c3fc292d174dd5e4cab78dc5f62f2076e55142 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1630 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_67.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_67", + "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": 0.06, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..76b1d4bb3574cc9bc2d259aba0286998adbc384e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-97ff-78a2-89ce-c175b206a843"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28801391ac04e9bf805b042c1751bf7a8b723b4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-97ff-78a2-89ce-c175b206a843"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..149fb9651c3ca884054ef1784710385ac50dce39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a98e-7be1-ac17-e28b161c93b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbc4fc826e16f2382e43082b311d57a8864fae4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-a98e-7be1-ac17-e28b161c93b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f3cc928c4d036c08/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8c4682158ee63f6f3b95c52360e580ae3934539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:50.384524+00:00", + "ended_at": "2026-05-19T16:12:53.562671+00:00", + "elapsed_ms": 3178.12, + "returncode": 1, + "prompt_metrics": { + "chars": 51041, + "bytes_utf8": 51041, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c06dc29b51938d046f8d4bb4cd2003aa05124b8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/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": "2026-05-19T16:12:54.566188+00:00", + "ended_at": "2026-05-19T16:12:57.693674+00:00", + "elapsed_ms": 3127.46, + "returncode": 1, + "prompt_metrics": { + "chars": 51041, + "bytes_utf8": 51041, + "lines": 1634, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fd3c566c0fc7392a60ee1d78bb640dc41e7e270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_76, measure_col=feature_33.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_33", + "item_col": "feature_34", + "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": 0.08, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fd3c566c0fc7392a60ee1d78bb640dc41e7e270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1634 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_76, measure_col=feature_33.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_76", + "measure_col": "feature_33", + "item_col": "feature_34", + "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": 0.08, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05f0a5cd4ffbd5f75d799479cf4b2a4cad3b9146 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ea6e-7923-8558-872331ac44e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5909b11693b0855541ec45ccb723c580af3f1903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ea6e-7923-8558-872331ac44e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d52cda2d3a4221b3f0e0988132b7a0470b3bdc7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-faf3-70a1-ab86-c57baff88efc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e46de4a8de29725df590d19ba6480a454ac8e2a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-faf3-70a1-ab86-c57baff88efc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f4d0f315f2373af5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c534a5274101e67257dc361be5901da8476ad8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:36.000655+00:00", + "ended_at": "2026-05-19T16:18:44.996309+00:00", + "elapsed_ms": 8995.63, + "returncode": 1, + "prompt_metrics": { + "chars": 51194, + "bytes_utf8": 51194, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9127b7bdb0f900954d5c987902c0cbb34e437f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:46.000700+00:00", + "ended_at": "2026-05-19T16:18:55.256810+00:00", + "elapsed_ms": 9256.07, + "returncode": 1, + "prompt_metrics": { + "chars": 51194, + "bytes_utf8": 51194, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e15dfacb66e8076025bf727468d0249c8d2edd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_116, measure_col=feature_77.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_77", + "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": 0.1596, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e15dfacb66e8076025bf727468d0249c8d2edd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_116, measure_col=feature_77.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_77", + "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": 0.1596, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..990db16b026921f475f8525f3e03abc784533dad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-3067-7573-98da-bd389990cd92"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cd8f59ada008e090ba14d097e0ee62460d02a42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-3067-7573-98da-bd389990cd92"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..197b8eb6efde65f484bb973d862df27804ab10c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-5765-72c0-858e-53ce1b329256"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f26d73245ed6fca4c8eaf7006bf1032e15de9eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-5765-72c0-858e-53ce1b329256"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_f91c029e87348e5c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..afdec0e8b019e4b469614f7367eebb5ae72e1aad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:55.013648+00:00", + "ended_at": "2026-05-19T16:23:59.738854+00:00", + "elapsed_ms": 4725.13, + "returncode": 1, + "prompt_metrics": { + "chars": 50813, + "bytes_utf8": 50813, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..776e8a903a08f508f840720c882e8e11164622e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/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": "2026-05-19T16:24:00.742737+00:00", + "ended_at": "2026-05-19T16:24:06.356813+00:00", + "elapsed_ms": 5614.01, + "returncode": 1, + "prompt_metrics": { + "chars": 50813, + "bytes_utf8": 50813, + "lines": 1632, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20bbb415efe53e7306d6d57de7f2972be02f0fe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 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feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_116, measure_col=feature_95.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_95", + "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": 0.06, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..20bbb415efe53e7306d6d57de7f2972be02f0fe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,1632 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n4 +- dataset_name: Communities And Crime +- table_name: n4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 127 feature columns and target `target`. +- task_type: regression +- target_column: target +- main_row_count: 1994 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate', 'missingness_candidate'] desc=Identifier-like field for feature 3. +- feature_4: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for feature 4. +- feature_5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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'] 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'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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', 'missingness_candidate'] 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. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] 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', 'high_cardinality_candidate'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure'] 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'] 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. +- feature_52: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 52. +- feature_53: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 53. +- feature_54: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 54. +- feature_55: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 55. +- feature_56: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 56. +- feature_57: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 57. +- feature_58: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 58. +- feature_59: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 59. +- feature_60: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 60. +- feature_61: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 61. +- feature_62: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 62. +- feature_63: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 63. +- feature_64: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 64. +- feature_65: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 65. +- feature_66: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 66. +- feature_67: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 67. +- feature_68: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 68. +- feature_69: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 69. +- feature_70: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 70. +- feature_71: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 71. +- feature_72: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 72. +- feature_73: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 73. +- feature_74: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 74. +- feature_75: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 75. +- feature_76: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 76. +- feature_77: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 77. +- feature_78: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 78. +- feature_79: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 79. +- feature_80: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 80. +- feature_81: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 81. +- feature_82: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 82. +- feature_83: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 83. +- feature_84: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 84. +- feature_85: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 85. +- feature_86: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 86. +- feature_87: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 87. +- feature_88: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 88. +- feature_89: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 89. +- feature_90: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 90. +- feature_91: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 91. +- feature_92: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 92. +- feature_93: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 93. +- feature_94: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 94. +- feature_95: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 95. +- feature_96: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 96. +- feature_97: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 97. +- feature_98: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 98. +- feature_99: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 99. +- feature_100: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 100. +- feature_101: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 101. +- feature_102: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 102. +- feature_103: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 103. +- feature_104: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 104. +- feature_105: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 105. +- feature_106: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 106. +- feature_107: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 107. +- feature_108: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 108. +- feature_109: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 109. +- feature_110: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 110. +- feature_111: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 111. +- feature_112: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 112. +- feature_113: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 113. +- feature_114: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 114. +- feature_115: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 115. +- feature_116: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 116. +- feature_117: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 117. +- feature_118: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 118. +- feature_119: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 119. +- feature_120: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 120. +- feature_121: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 121. +- feature_122: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 122. +- feature_123: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 123. +- feature_124: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'missingness_candidate'] desc=Numeric field for feature 124. +- feature_125: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 125. +- feature_126: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 126. +- feature_127: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'missingness_candidate'] desc=Numeric field for feature 127. +- target: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_5', 'feature_76', 'target'], ['feature_5', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_4', 'feature_8', 'feature_9', 'feature_2', 'feature_3', 'feature_31'] +- source_url: https://archive.ics.uci.edu/dataset/183/communities+and+crime + +SQLite schema snapshot: +{ + "table_name": "n4", + "quoted_table_name": "\"n4\"", + "row_count": 1994, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + 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"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": "n4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_116, measure_col=feature_95.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_116", + "measure_col": "feature_95", + "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": 0.06, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..035899287a43217718fc6bdcc2ec2c46bf5489b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-0f16-75a3-8c33-1419131fbf47"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4b863bd53301538111f55dd0944d25565a01fb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-0f16-75a3-8c33-1419131fbf47"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a76904565f7f8e04f7aeed3775e41580f3bbd83d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-2553-79f1-a174-1b184c46aa63"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a6bfdc3b9f5c4e52305cefc05ab4afa8c6c93ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-2553-79f1-a174-1b184c46aa63"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/n4/artifacts/v2q_n4_fb532fb407c23978/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391